# Best Demand Planning Software - Page 2 *By [Daniel Rivera](https://research.g2.com/insights/author/daniel-rivera)* Demand planning software provides businesses with forecasting solutions that help them predict future customer demand, plan and manage inventory and production, and ensure the right quantity and type of stock is available when needed, relying heavily on predictive analysis and historical data. ### Core Capabilities of Demand Planning Software To qualify for inclusion in the Demand Planning category, a product must: - Extract key insights from inventory trackers and other metrics - Convert raw data into actionable forecasts - Support and facilitate automated forecast processes - Involve predictive analysis tools - Produce reliable predictions ### Common Use Cases for Demand Planning Software Supply chain, operations, and inventory teams use demand planning software to proactively align supply with anticipated customer needs. Common use cases include: - Forecasting seasonal or long-term product demand to optimize inventory levels - Reducing stockouts and overstock situations through data-driven production planning - Integrating machine learning to improve prediction accuracy by analyzing historical demand data ### How Demand Planning Software Differs from Other Tools Demand planning software is often a component of broader [supply chain management](https://www.g2.com/categories/supply-chain-management) solutions, focusing specifically on the forecasting and planning layer rather than end-to-end supply chain execution. While general analytics tools can model demand scenarios, dedicated demand planning platforms provide purpose-built predictive engines, automated forecast workflows, and inventory-specific integrations that general BI tools do not offer. ### Insights from G2 on Demand Planning Software Based on category trends on G2, forecast accuracy and automated replenishment workflows stand out as the most valued capabilities. These platforms deliver reductions in inventory carrying costs and improved service levels as primary outcomes of adoption. --- ## What Are the Most Common Questions About Demand Planning Software? *AI-generated · Last updated: May 26, 2026* ### What is the best Demand Planning platforms for Demand Planners forecasting accurately across regions in enterprise environments? Based on G2 reviews, [SAP Integrated Business Planning](https://www.g2.com/products/sap-integrated-business-planning/reviews) stands out most often for enterprise demand planning across regions. Reviewers repeatedly describe strong real-time visibility, scenario planning, and alignment across demand, supply, inventory, and finance teams. According to verified users, it helps centralize planning data, compare scenarios quickly, and improve forecast accuracy in complex environments with multiple stakeholders. G2 reviewers mention that Excel-based workflows, collaboration features, and integration with broader enterprise systems make it easier to manage regional planning from a shared source of truth. At the same time, many users note a steep learning curve and complex implementation, so buyers should weigh usability and onboarding needs carefully. ### How Demand Planning platforms that Demand Planners implement and continue using daily in enterprise environments? Based on G2 reviews, enterprise teams continue using demand planning platforms daily when they become part of recurring forecasting, replenishment, and exception-management workflows. According to verified users, SAP Integrated Business Planning is used as a core planning system for ongoing demand, supply, and scenario planning, while StockIQ reviewers describe daily use for forecast review, order scheduling, KPI tracking, and inventory planning. G2 reviewers also mention Streamline as a tool that reduces manual effort and supports regular forecasting and ordering work. Across these reviews, sustained adoption tends to come from centralized visibility, easier coordination across functions, and replacing spreadsheet-heavy processes with a more repeatable planning workflow. ### What should supply chain teams evaluate when choosing Demand Planning for inventory optimization? Based on G2 reviews, supply chain teams should evaluate how well a demand planning platform improves inventory visibility, forecasting accuracy, replenishment decisions, and cross-functional alignment. According to verified users, strong products help teams reduce manual spreadsheet work, highlight stock risks early, and support scenario planning when demand changes. G2 reviewers mention that buyers should also assess implementation complexity, data quality requirements, ease of use for planners, and how well the platform integrates with ERP or adjacent systems. Reviews repeatedly show that inventory optimization outcomes improve when users can trust the data, understand order recommendations, and act on alerts for excess stock, shortages, and forecast exceptions without excessive manual intervention. ### Which Demand Planning platforms feel overwhelming with too many settings and toggles initially? Based on G2 reviews, several demand planning platforms are described as powerful but initially overwhelming. According to verified users, SAP Integrated Business Planning often has a steep learning curve because of its many modules, models, and configuration layers. G2 reviewers mention similar first impressions with StockIQ, where menus, detailed views, and forecasting settings can take time to learn, and with Ganacos and EazyStock, where new users may need guidance before becoming comfortable. Across these reviews, the common pattern is that advanced functionality brings complexity early on. Buyers that expect broad configuration options should balance depth of capability with onboarding, training quality, and how quickly planners can become productive. ### How Demand Planning software that Supply Chain Managers rely on for collaborative S&OP calls? Based on G2 reviews, collaborative S&OP use cases are strongest when teams can work from shared forecasts, inventory views, and scenario outputs in one place. According to verified users, Streamline supports cross-functional planning by aligning teams around common data and helping sales, supply chain, and operations work together during planning cycles. SAP Integrated Business Planning is also frequently mentioned for collaboration across sales, operations, finance, and supply teams, especially when comparing scenarios and reducing version conflicts. G2 reviewers mention Ganacos as an end-to-end S&OP platform used across category management, demand planning, supply planning, and executive meetings. In practice, reviewers value tools that shorten planning cycles and replace disconnected spreadsheets during group decision-making. ### Which Demand Planning platforms auto-build constrained order plans respecting lead times in practice? Based on G2 reviews, Streamline is one of the clearest examples of a platform users describe as building constrained order plans around operational realities. According to verified users, it can support reordering processes that account for lead times, supplier constraints, and planning adjustments while helping teams reduce stockouts and overstock. G2 reviewers also mention Netstock and EazyStock for reorder timing, order recommendations, and forward planning, especially where buyers need support deciding what to order and when. Across the reviews, the most practical signals come from products that combine forecast outputs with replenishment guidance, though results depend heavily on clean data, setup quality, and how well lead-time inputs reflect actual business conditions. ### What is the most trusted Demand Planning by Demand Planners and supply chain managers based on user reviews? Based on G2 reviews, trust tends to come from platforms that consistently improve visibility, forecasting, and replenishment decisions while fitting into daily planning work. According to verified users, SAP Integrated Business Planning is widely trusted for enterprise coordination across demand, supply, and inventory planning. Netstock is trusted for intuitive dashboards, reorder visibility, and helping teams move away from spreadsheet-driven processes. Streamline also earns trust from reviewers who value fast onboarding, forecasting support, and inventory planning efficiency. G2 reviewers mention that the most trusted platforms are usually the ones that create a clear source of truth, reduce manual work, and help planners act confidently on exceptions, shortages, and changing demand conditions. **Here are some of the top-rated products on G2:** - [SAP Integrated Business Planning](https://www.g2.com/products/sap-integrated-business-planning/reviews) – used to centralize demand, supply, and inventory planning with scenario analysis and shared visibility - [Netstock](https://www.g2.com/products/netstock/reviews) – used for reorder planning, inventory visibility, and reducing spreadsheet-heavy stock management - [Streamline](https://www.g2.com/products/gmdh-streamline/reviews) – used to automate forecasting and replenishment while improving cross-team planning efficiency ### Which Demand Planning tools help teams reduce time spent on manual planning workflows? Based on G2 reviews, teams reduce manual planning time most when the software centralizes data, automates forecasting steps, and surfaces exceptions instead of requiring spreadsheet analysis. According to verified users, Streamline is frequently praised for cutting manual workload and automating forecasting, ordering, and inventory planning tasks. Netstock reviewers also describe moving away from Excel-based calculations toward automated order creation and easier inventory review. G2 reviewers mention StockIQ for bringing reorder priorities, forecasts, and inventory analysis into one place, helping buyers focus on the most urgent work first. Across products, reviewers consistently connect time savings to better visibility, fewer manual reconciliations, and more repeatable replenishment workflows. ### What Demand Planning software that automatically flags unusual sales spikes and drops in enterprise environments? Based on G2 reviews, unusual demand detection appears most clearly in platforms that highlight exceptions, alert users to risk, and help planners review abnormal movement before it affects replenishment. According to verified users, StockIQ flags unusual sales activity and supports alerts around inventory risk, while EazyStock reviewers describe risk-of-run-out reporting and tools for handling unusual sales so they do not distort future forecasts. G2 reviewers also mention Netstock and Blue Ridge Global for surfacing stock risk, forecast exceptions, and areas needing adjustment. In enterprise environments, reviewers value software that turns demand anomalies into visible action points, especially when teams need to respond quickly without manually scanning large SKU portfolios. ### What is the highest rated Demand Planning for identifying stockouts and resolving inefficient inventory planning? Based on G2 reviews, products that stand out for stockout identification and inventory efficiency usually combine forecasting, stock visibility, and replenishment guidance. According to verified users, Netstock is often highlighted for helping teams see stockouts, excess stock, overdue purchase orders, and reorder needs in a highly visual way. Streamline reviewers also describe improved forecast accuracy, better inventory visibility, and fewer stockouts after replacing manual planning. G2 reviewers mention StockIQ for reducing overstock and understock through alerts, forecast management, and inventory dashboards. Buyers focused on these outcomes should prioritize products that make stock risk visible early and support practical next steps for reordering and inventory correction. ## G2 Grid® for Demand Planning Software ![G2 Grid® for Demand Planning Software plotting products by satisfaction and market presence](https://www.g2.com/categories/demand-planning/grids.png?focus%5B%5D=59587&focus%5B%5D=52827&focus%5B%5D=65934&focus%5B%5D=61979&focus%5B%5D=74134&focus%5B%5D=60549&focus%5B%5D=135574&focus%5B%5D=120626) Highlighted products: SAP Integrated Business Planning, IBM Planning Analytics, Netstock, Streamline, Blue Ridge Global, StockIQ, RELEX, and APEX. Underlying data: [Grid® JSON](https://www.g2.com/categories/demand-planning/grids.json?focus%5B%5D=sap-integrated-business-planning&focus%5B%5D=ibm-planning-analytics&focus%5B%5D=netstock&focus%5B%5D=gmdh-streamline&focus%5B%5D=blue-ridge-global&focus%5B%5D=stockiq&focus%5B%5D=relex-solutions-relex&focus%5B%5D=leandna-apex) ## How Many Demand Planning Software Products Does G2 Track? **Total Products under this Category:** 204 ### Category Stats (Jul 2026) - **Average Rating**: 4.44/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: DataDocks (+1.58%) - Among all products in this category, DataDocks recorded the largest rating increase compared to last month *Last updated: July 13, 2026* ## How Does G2 Rank Demand Planning Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 3,600+ Authentic Reviews - 204+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Demand Planning Software Is Best for Your Use Case? - **Leader:** [SAP Integrated Business Planning](https://www.g2.com/products/sap-integrated-business-planning/reviews) - **Highest Performer:** [Streamline](https://www.g2.com/products/gmdh-streamline/reviews) - **Easiest to Use:** [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews) - **Top Trending:** [SAP Integrated Business Planning](https://www.g2.com/products/sap-integrated-business-planning/reviews) - **Best Free Software:** [Streamline](https://www.g2.com/products/gmdh-streamline/reviews) --- **Sponsored** ### SAP Integrated Business Planning Respond to new market expectations with real-time supply chain planning capabilities and fulfill future demand profitably supply chain management. Powered by in-memory computing technology within SAP HANA, this cloud-based solution combines capabilities for sales and operations; demand, response, and supply planning; and inventory optimization. - Cloud deployment - Real-time scenarios and simulation - Social collaboration - Powerful predictive Analytics KEY BENEFITS: Achieve a rapid deployment Get up and running quickly with SAP Integrated Business Planning by using preconfigured process templates for an accelerated implementation. Empower employees with intuitive features Offer a unified, intuitive user experience with SAP Fiori and planning and simulation capabilities based on Microsoft Excel. Plan resources effectively Optimize resource efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints. KEY CAPABILITIES: Integration with SAP Supply Chain Control Tower Gain end-to-end visibility of your supply chain, decision support, and fast corrective action through integration with SAP Supply Chain Control Tower. Forecasting and demand management Get full demand transparency with short-term, mid-term, and long-term forecasting. Take advantage of best-in-class capabilities for demand sensing and statistical forecasting. Inventory optimization Establish optimal inventory targets that enable you to maximize profits, while leaving a buffer to help you meet unexpected demand. Sales and operations planning Deliver a cross-departmental sales and operations plan that balances inventory, service levels, and profitability. Response and supply planning Optimize resourcing efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=134&secure%5Bchosen_at%5D=2026-07-13T23%3A16%3A00Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=59587&secure%5Bresource_id%5D=134&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdemand-planning&secure%5Btoken%5D=ff04311f9e747f22d745fdfb9235e529254f0addecdee8481e457519e08d0427&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fproducts%2Fscm%2Fintegrated-business-planning.html&secure%5Burl_type%5D=paid_promos) --- ## What Are the Top-Rated Demand Planning Software Products in 2026? ### 1. [Blue Yonder Inventory Optimization](https://www.g2.com/products/blue-yonder-inventory-optimization/reviews) Inventory optimization enables companies to segment their portfolios along multiple dimensions that better reflect the value of each product for each customer. Inventory optimization helps build and sustain competitive advantage, align inventory planning, inventory strategy, and inventory execution with strategic business goals for service, production, and distribution. **Average Rating:** 3.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Blue Yonder Inventory Optimization?** - **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Blue Yonder Inventory Optimization?** - **Seller:** [Blue Yonder](https://www.g2.com/sellers/blue-yonder-06f8dd47-974e-4d02-8872-64c38ec217c0) - **Year Founded:** 1985 - **HQ Location:** Scottsdale, AZ - **Twitter:** @BlueYonder (12,558 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/blueyonder/ (8,487 employees on LinkedIn®) - **Phone:** 480-308-3000 **Who Uses This Product?** - **Company Size:** 73% Enterprise, 18% Mid-Market #### What Are Recent G2 Reviews of Blue Yonder Inventory Optimization? **"[JDA is an easy to use and reliable software](https://www.g2.com/survey_responses/blue-yonder-inventory-optimization-review-336936)"** **Rating:** 4.5/5.0 stars *— Micah Sarah L.* [Read full review](https://www.g2.com/survey_responses/blue-yonder-inventory-optimization-review-336936) --- **"[Jda](https://www.g2.com/survey_responses/blue-yonder-inventory-optimization-review-446435)"** **Rating:** 4.5/5.0 stars *— Brett P.* [Read full review](https://www.g2.com/survey_responses/blue-yonder-inventory-optimization-review-446435) --- #### What Are G2 Users Discussing About Blue Yonder Inventory Optimization? - [What is Blue Yonder Inventory Optimization used for?](https://www.g2.com/discussions/what-is-blue-yonder-inventory-optimization-used-for) ### 2. [Alloy.ai](https://www.g2.com/products/alloy-ai/reviews) Alloy.ai is the Commerce Intelligence System for consumer brands, designed to close the gap between demand signals and profitable action. By unifying data from over 450 turnkey integrations—including ERPs, retailers, ecommerce platforms, and distributors—we provide a single source of truth for inventory and demand. Household brands like Liquid I.V., Crayola, and Valvoline use Alloy.ai to move at the speed of the consumer. We go beyond retrospective reporting by applying proprietary commerce logic to translate fragmented data into clear demand signals and advanced metrics, such as Unconstrained Demand, Weeks of Supply, and Total Inventory. Our team of AI Agents works 24/7 as an autonomous workforce: the Performance Reporting Agent automates executive digests and root-cause analysis, while the Replenishment Agent identifies stockouts and prepares execution-ready recovery orders for approval. For instant insights, Lens acts as an on-demand AI analyst that any stakeholder can interrogate using natural language. Alloy.ai synchronizes your entire finished goods value chain to transform operations into a profit-driven engine. We empower Sales to capture every revenue window, help Supply Chain safeguard service levels and Retailer Scorecards, and enable IT to replace fragile custom feeds with a secure, SOC2-compliant reporting layer. By shifting from shipment-based planning to real-time consumption sensing, Alloy.ai helps brands drive growth without waste and ensures products stay on the shelf. From signal to action. Instantly. **Average Rating:** 4.6/5.0 **Total Reviews:** 23 **How Do G2 Users Rate Alloy.ai?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Alloy.ai?** - **Seller:** [Alloy](https://www.g2.com/sellers/alloy) - **Year Founded:** 2015 - **HQ Location:** San Francisco, CA - **Twitter:** @goalloy (220 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/alloy-inc/people/ (69 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consumer Goods, Retail - **Company Size:** 50% Mid-Market, 29% Enterprise #### What Are Alloy.ai's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Customer Support (1 reviews) - Dashboard Customization (1 reviews) - Dashboard Design (1 reviews) - Data Visualization (1 reviews) **Cons:** - Inadequate Tracking (1 reviews) - Inefficient Tracking (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About Alloy.ai? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Alloy.ai, appreciating its simplicity and speed in data retrieval and dashboard creation. - Users praise the **exceptional customer support** of Alloy.ai, highlighting their flexibility and problem-solving expertise. - Users love the **ease of dashboard customization** , finding it simple and fast to create insightful visuals. - Users value the **ease of dashboard creation** in Alloy.ai, appreciating its speed and clarity of insights. - Users value the **ease of building dashboards** in Alloy.ai, appreciating the readability and speed of insights. **Cons:** - Users express concerns over **inadequate tracking** abilities, particularly with currency and customizable internal naming conventions. - Users face **inefficient tracking** limits, struggling with customization and multi-currency capabilities in Alloy.ai. - Users find the **limited customization** of Alloy.ai restricts their ability to adapt to internal naming conventions and currencies. #### What Are Recent G2 Reviews of Alloy.ai? **"[Great tool! One spot for all of my data.](https://www.g2.com/survey_responses/alloy-ai-review-8333252)"** **Rating:** 5.0/5.0 stars *— Verified User in Consumer Goods* [Read full review](https://www.g2.com/survey_responses/alloy-ai-review-8333252) --- **"[Increased Speed to Insight](https://www.g2.com/survey_responses/alloy-ai-review-9993698)"** **Rating:** 5.0/5.0 stars *— Angie W.* [Read full review](https://www.g2.com/survey_responses/alloy-ai-review-9993698) --- ### 3. [Supply Chain Planning by TransImpact](https://www.g2.com/products/supply-chain-planning-by-transimpact/reviews) Supply Chain Planning by TransImpact (formerly Avercast) is an AI-driven platform designed to enhance forecasting, streamline planning, and safeguard profit margins in an increasingly unpredictable market. This solution integrates decades of supply chain expertise with advanced technology to unify demand, supply, and financial data, enabling users to make quicker and more precise decisions that can lead to cost reductions and growth opportunities. The platform is tailored for businesses across various sectors that require robust supply chain management. Its supports supply chain professionals, operations managers, and executives who are seeking to optimize their supply chain planning and enhance overall operational efficiency. Our Supply Chain Planning software is particularly beneficial for organizations that have been relying on traditional methods, such as spreadsheets, for their planning processes, as it offers a more reliable and data-driven alternative. At the core of Supply Chain Planning by TransImpact is a sophisticated forecasting engine featuring over 350 algorithms capable of modeling diverse demand scenarios. This advanced technology allows users to replace less reliable forecasting methods with a system that can improve forecast accuracy by 15–23%. Furthermore, it can contribute to a 2–3% increase in margins, reduce inventory carrying costs by up to 20%, and unlock 3–5% topline growth through enhanced product availability. For instance, a housewares company utilizing Avercast was able to boost forecast accuracy by 30% while eliminating $14 million in excess inventory. The platform encompasses several key functionalities, including demand forecasting, supply planning, sales and operations planning (S&OP), and analytics. Demand forecasting capabilities allow for rapid, AI-enhanced forecasts, incorporating elements such as sales forecasting, new product introduction modeling, and promotional planning. Supply planning features enable users to optimize safety stock levels and manage orders effectively, preventing shortages and minimizing excess inventory. A notable example includes an industrial parts manufacturer that saved $1.5 million in inventory costs by aligning raw material purchases with production requirements. S&OP integrates disparate data into a cohesive model, providing role-specific dashboards for various stakeholders, while analytics offer insights into inventory management, vendor performance, and margin impacts. Supply Chain Planning by TransImpact stands out by transforming fragmented data into a unified model. Be able to reduce overstocks and stockouts, get shorter lead times, and increased responsiveness to market fluctuations. Users benefit from a comprehensive view of cost-to-serve and working capital, which aids in cash flow management and margin improvement. The platform also features proactive alerts for faster reaction times and enhanced productivity for planning teams. With prebuilt models that are 80% ready for deployment, organizations can expect to go live in less than 12 weeks, making the transition to this advanced planning solution both efficient and effective. **Average Rating:** 4.5/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Supply Chain Planning by TransImpact?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.9/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.2/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 9.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Supply Chain Planning by TransImpact?** - **Seller:** [TransImpact](https://www.g2.com/sellers/transimpact) - **Company Website:** https://transimpact.com/ - **Year Founded:** 2008 - **HQ Location:** Emerald Isle, US - **Twitter:** @teamtransimpact (679 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/transimpact/ (238 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 33% Enterprise #### What Are Supply Chain Planning by TransImpact's Pros and Cons? **Pros:** - Features (2 reviews) - Analytics (1 reviews) - Data Management (1 reviews) - Efficiency (1 reviews) - Forecasting (1 reviews) **Cons:** - Data Management Issues (2 reviews) - Data Inaccuracy (1 reviews) - Data Management (1 reviews) - Forecasting Limitations (1 reviews) - Inaccurate Data (1 reviews) ### What Do G2 Reviewers Say About Supply Chain Planning by TransImpact? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **high-level inventory overview** provided by TransImpact, enabling organized purchasing without complexity. - Users believe that **analytics capabilities** will greatly enhance insights once clean data is available for effective decision-making. - Users recognize the **data management capabilities** of TransImpact's Supply Chain Planning as beneficial for future project insights. - Users value the **efficiency** of Supply Chain Planning by TransImpact, simplifying inventory management and streamlining purchasing processes. - Users find the **forecasting capabilities** essential for gaining valuable insights once data is consolidated. **Cons:** - Users struggle with **data management issues** that hinder accurate demand forecasting and testing capabilities. - Users face challenges due to **data inaccuracy** , hindering their ability to engage in testing and trials effectively. - Users struggle with **inadequate data management** , hindering their ability to engage in testing or trials effectively. - Users find the **forecasting limitations** frustrating, particularly in managing unrealized demand effectively. - Users struggle with **inaccurate data** , hindering their ability to participate in testing and trials effectively. #### What Are Recent G2 Reviews of Supply Chain Planning by TransImpact? **"[Effortless Inventory Management and Streamlined Purchasing](https://www.g2.com/survey_responses/supply-chain-planning-by-transimpact-review-11985124)"** **Rating:** 5.0/5.0 stars *— Verified User in Food Production* [Read full review](https://www.g2.com/survey_responses/supply-chain-planning-by-transimpact-review-11985124) --- **"[Future User Potential](https://www.g2.com/survey_responses/supply-chain-planning-by-transimpact-review-11856393)"** **Rating:** 4.5/5.0 stars *— Jessica R.* [Read full review](https://www.g2.com/survey_responses/supply-chain-planning-by-transimpact-review-11856393) --- #### What Are G2 Users Discussing About Supply Chain Planning by TransImpact? - [What are the forecasting tools?](https://www.g2.com/discussions/what-are-the-forecasting-tools) - [What is demand planning software?](https://www.g2.com/discussions/avercast-what-is-demand-planning-software) - [What is forecasting software?](https://www.g2.com/discussions/what-is-forecasting-software) ### 4. [Airlift Express](https://www.g2.com/products/airlift-express/reviews) Airlift is on a mission to build a world of self-empowerment using technology-backed logistics solutions that enable safe, reliable and affordable access to necessities. Airlift scaled Pakistan's largest decentralized transportation network to change the way people move, shifting away from private vehicles towards shared mobility and affordable mass transport. **Average Rating:** 3.9/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Airlift Express?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10) - **Inventory collaboration:** 7.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 7.5/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 7.1/10 (Category avg: 8.5/10) **Who Is the Company Behind Airlift Express?** - **Seller:** [Airlift Technologies](https://www.g2.com/sellers/airlift-technologies) - **Year Founded:** 2019 - **HQ Location:** Lahore, PK - **LinkedIn® Page:** https://www.linkedin.com/company/airlifttechnologies/ (653 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Small-Business, 21% Mid-Market #### What Are Recent G2 Reviews of Airlift Express? **"[A complete online grocery solution](https://www.g2.com/survey_responses/airlift-express-review-5428996)"** **Rating:** 5.0/5.0 stars *— SYED BILAL A.* [Read full review](https://www.g2.com/survey_responses/airlift-express-review-5428996) --- **"[An amazing 21 century solution to every day grocery](https://www.g2.com/survey_responses/airlift-express-review-5439058)"** **Rating:** 4.5/5.0 stars *— Muhammad Ashraf A.* [Read full review](https://www.g2.com/survey_responses/airlift-express-review-5439058) --- #### What Are G2 Users Discussing About Airlift Express? - [What is Airlift Express used for?](https://www.g2.com/discussions/what-is-airlift-express-used-for) ### 5. [Arkieva](https://www.g2.com/products/arkieva/reviews) Arkieva provides the tools needed to not just quickly re-plan but to also predict possible changes before they occur. Arkieva Software is an integrated demand planning software solution that makes it easier to collaborate, track performance, and forecast demand using the best demand forecasting methods. With over 15000 users worldwide using Arkieva in 250 unique applications, the Arkieva Supply Chain Planning Software Suite offers a robust solution supporting a full range of needs for Sales and Operations Planning (S&OP). The Advanced S&OP management features of Arkieva include a Collaborative Demand Manager, Inventory Planner, Inventory Analyzer, Supply Planner (full optimization), Replenishment Planner, S&OP Central, and Finite Scheduler. Arkieva is used in some of the world’s largest corporations, including Escalade Sports, Federal-Mogul, Gates, Linde, Linxens, Lush, Momentive, Nouryon, Ontex, Owens Corning, SPI Pharma, Sunsweet Growers, and Wonderful brands. **Average Rating:** 4.1/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Arkieva?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.3/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 7.8/10 (Category avg: 8.5/10) **Who Is the Company Behind Arkieva?** - **Seller:** [Arkieva](https://www.g2.com/sellers/arkieva) - **Year Founded:** 1993 - **HQ Location:** Wilmington, DE - **Twitter:** @Arkieva (492 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/arkieva/ (123 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications - **Company Size:** 64% Mid-Market, 29% Enterprise #### What Are Arkieva's Pros and Cons? **Pros:** - Demand Forecasting (1 reviews) - Forecasting (1 reviews) - Forecasting Accuracy (1 reviews) - Planning Efficiency (1 reviews) **Cons:** - ERP Integration (1 reviews) - Integration Issues (1 reviews) - Poor Customer Support (1 reviews) ### What Do G2 Reviewers Say About Arkieva? *AI-generated summary from verified user reviews* **Pros:** - Users find Arkieva to be **effective for demand planning and forecasting** , enhancing their overall supply chain efficiency. - Users find Arkieva **excellent for demand planning and forecasting** , enhancing their ability to predict market needs accurately. - Users find Arkieva excellent for **forecasting accuracy** , significantly improving their demand planning processes. - Users value Arkieva's **planning efficiency** , especially for demand planning and forecasting capabilities. **Cons:** - Users feel that the **integration capabilities need improvement** to enhance overall support and functionality within Arkieva. - Users feel that the **integration issues** hinder Arkieva's overall performance and usability with other systems. - Users express concerns about **poor customer support** , citing the need for better assistance and system improvements. #### What Are Recent G2 Reviews of Arkieva? **"[Emerging supply chain planning tool](https://www.g2.com/survey_responses/arkieva-review-10570644)"** **Rating:** 4.0/5.0 stars *— Verified User in Consulting* [Read full review](https://www.g2.com/survey_responses/arkieva-review-10570644) --- **"[Best way to organize and prioritize our company's data](https://www.g2.com/survey_responses/arkieva-review-5360705)"** **Rating:** 5.0/5.0 stars *— Janmejaya P.* [Read full review](https://www.g2.com/survey_responses/arkieva-review-5360705) --- ### 6. [StockWise](https://www.g2.com/products/stockwise/reviews) StockWise is a real time analytics app that accurately predicts what, when and how much stock in your supply chain you should reduce or replenish, in order to increase sales, maximize profit, minimize slow or dead stock and eliminate stock outs,optimize working capital need. **Average Rating:** 4.3/5.0 **Total Reviews:** 12 **How Do G2 Users Rate StockWise?** - **Inventory collaboration:** 8.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 7.7/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.0/10 (Category avg: 8.5/10) **Who Is the Company Behind StockWise?** - **Seller:** [Retigence Technologies](https://www.g2.com/sellers/retigence-technologies) - **Year Founded:** 2010 - **HQ Location:** Bangalore, India - **Twitter:** @Retigence (56 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7805203 (15 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of StockWise? **"[Great app for Stock Analysis](https://www.g2.com/survey_responses/stockwise-review-7772069)"** **Rating:** 4.0/5.0 stars *— Bhavik N.* [Read full review](https://www.g2.com/survey_responses/stockwise-review-7772069) --- **"[Comparable to trading view but somewhat better](https://www.g2.com/survey_responses/stockwise-review-7800799)"** **Rating:** 4.0/5.0 stars *— Bhavya K.* [Read full review](https://www.g2.com/survey_responses/stockwise-review-7800799) --- #### What Are G2 Users Discussing About StockWise? - [What is StockWise used for?](https://www.g2.com/discussions/what-is-stockwise-used-for) ### 7. [Direct Tech](https://www.g2.com/products/direct-tech/reviews) Direct Tech provides software and services to help multi-channel retailers and wholesalers with merchandise and inventory planning to help with sales and gross margin, in-stock inventory, and manage overstocks and cash flow. **Average Rating:** 3.7/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Direct Tech?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.3/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Direct Tech?** - **Seller:** [Direct Tech](https://www.g2.com/sellers/direct-tech) - **Year Founded:** 1989 - **HQ Location:** Omaha, US - **Twitter:** @SPI_Speak (248 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/direct-tech-inc. (19 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 80% Small-Business, 20% Mid-Market #### What Are Recent G2 Reviews of Direct Tech? **"[A good tool for building strategy](https://www.g2.com/survey_responses/direct-tech-review-9051020)"** **Rating:** 5.0/5.0 stars *— Akash M.* [Read full review](https://www.g2.com/survey_responses/direct-tech-review-9051020) --- **"[Direct Tech: Streamlining Innovation for Seamless Solutions](https://www.g2.com/survey_responses/direct-tech-review-9048894)"** **Rating:** 4.0/5.0 stars *— Harshit P.* [Read full review](https://www.g2.com/survey_responses/direct-tech-review-9048894) --- #### What Are G2 Users Discussing About Direct Tech? - [What is Direct Tech used for?](https://www.g2.com/discussions/what-is-direct-tech-used-for) ### 8. [Pulsa](https://www.g2.com/products/pulsa/reviews) We're the award-winning platform for measuring and monitoring physical inventory. Add Pulsa to your restaurant's CO2 tank and understand exactly how much CO2 you're getting in every fill, and how much you have left. The sensors transmit level readings in real-time so when you set alerts you will know immediately when there's a leak or when your supply is low. Gain total control. What to expect: Unmatched reliability: Pulsa is the only telemetry platform that works with all three U.S. wireless carriers: AT&T, Verizon, and T-Mobile and every sensor works across 2G, 3G, 4G, and 5G bandwidths. Ease: Easy setup, no maintenance, and easily replaceable batteries. The best customer care: Expect a live person on the other end of the phone who is knowledgeable and friendly. A platform that grows with you: We anticipate your business needs. Expect new features that create more efficiency and reports that give you greater insights into your business. **Average Rating:** 4.8/5.0 **Total Reviews:** 9 **How Do G2 Users Rate Pulsa?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Inventory collaboration:** 7.5/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.2/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 9.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Pulsa?** - **Seller:** [Pulsa](https://www.g2.com/sellers/pulsa) - **Year Founded:** 2016 - **HQ Location:** San Francisco - **LinkedIn® Page:** http://www.linkedin.com/company/pulsasensors (56 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 22% Enterprise #### What Are Pulsa's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Clarity (2 reviews) - Customer Support (2 reviews) - Efficiency (2 reviews) - Installation Ease (2 reviews) **Cons:** - Expensive (1 reviews) ### What Do G2 Reviewers Say About Pulsa? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** with PULSA, featuring an intuitive dashboard and responsive support for seamless operations. - Users value the **clarity of the dashboard** , citing its intuitive design and ease of use for monitoring. - Users commend the **excellent customer support** , appreciating quick responses and reliable assistance whenever needed. - Users value the **efficiency** of Pulsa, appreciating quick responses and reliable monitoring to avoid service interruptions. - Users commend the **installation ease** of Pulsa, highlighting its user-friendly sensors and seamless setup process. **Cons:** - While some find the prices **expensive** , the quality of service and product remains a priority for users. #### What Are Recent G2 Reviews of Pulsa? **"[Bulk products on telemetry](https://www.g2.com/survey_responses/pulsa-review-11187033)"** **Rating:** 5.0/5.0 stars *— James C.* [Read full review](https://www.g2.com/survey_responses/pulsa-review-11187033) --- **"[Great customer service from the sales to service and technical support!!](https://www.g2.com/survey_responses/pulsa-review-11186889)"** **Rating:** 5.0/5.0 stars *— Bill E.* [Read full review](https://www.g2.com/survey_responses/pulsa-review-11186889) --- ### 9. [Kinaxis](https://www.g2.com/products/kinaxis/reviews) Everyday volatility and uncertainty demand quick action. Kinaxis® delivers the agility to make fast, confident decisions across integrated business planning and the digital supply chain. People can plan better, live better and change the world. Trusted by innovative brands, we combine human intelligence with AI and concurrent planning to help companies plan for any future, monitor risks and opportunities and respond at the pace of change. Powered by an extensible, cloud-based platform, Kinaxis delivers industry-proven applications so everyone can know sooner, act faster and remove waste. Don’t believe us? Ask us to prove it. Learn more at Kinaxis.com. **Average Rating:** 4.0/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Kinaxis?** - **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.9/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 10.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Kinaxis?** - **Seller:** [Kinaxis](https://www.g2.com/sellers/kinaxis) - **HQ Location:** Ottawa, ON - **Twitter:** @Kinaxis (8,432 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kinaxis/ (2,264 employees on LinkedIn®) - **Ownership:** TSE: KXS - **Total Revenue (USD mm):** $46 **Who Uses This Product?** - **Company Size:** 38% Mid-Market, 38% Enterprise #### What Are Recent G2 Reviews of Kinaxis? **"[Resource Planning and Project Management with Kinaxis.](https://www.g2.com/survey_responses/kinaxis-review-9525852)"** **Rating:** 5.0/5.0 stars *— Bob K.* [Read full review](https://www.g2.com/survey_responses/kinaxis-review-9525852) --- **"[Helpful software for planning and executing new business development techniques.](https://www.g2.com/survey_responses/kinaxis-review-7480839)"** **Rating:** 4.0/5.0 stars *— Mauricio G.* [Read full review](https://www.g2.com/survey_responses/kinaxis-review-7480839) --- #### What Are G2 Users Discussing About Kinaxis? - [Is Kinaxis cloud-based?](https://www.g2.com/discussions/is-kinaxis-cloud-based) - 1 comment - [What does Kinaxis rapid response do?](https://www.g2.com/discussions/what-does-kinaxis-rapid-response-do) - [Is Kinaxis an ERP system?](https://www.g2.com/discussions/is-kinaxis-an-erp-system) - [What is Kinaxis used for?](https://www.g2.com/discussions/what-is-kinaxis-used-for) ### 10. [Ganacos](https://www.g2.com/products/ganacos/reviews) Ganacos is the unified planning platform that turns complexity into clarity. Designed for mid-sized to large organizations—especially those operating across multiple business units, geographies, or product lines—Ganacos helps teams plan smarter, react faster, and align seamlessly on a single source of truth. With Ganacos, finance, operations, and supply chain teams work in harmony on one platform—no more scattered spreadsheets, disconnected systems, or version conflicts. The result: fewer surprises, better decisions, and faster execution. With Ganacos, you can consolidate demand forecasts, production capacity, and financial projections in one place. Ganacos bridges the gap between S&OP, FP&A, and operational planning, creating full visibility from strategy to execution. Decisions at the speed of change : Test unlimited “what-if” scenarios in real time. Adjust a sales forecast, shift capacity, or change cost assumptions—and instantly see the impact on margins, stock levels, or cash flow. The power of BI and simulation, the ease of a spreadsheet : Built with the flexibility of Excel but powered by an enterprise-grade calculation engine, Ganacos handles complex, multi-dimensional models without compromising speed or accuracy. Fast to deploy, easy to adopt : Implementation can take weeks, not months. Teams quickly adapt to the familiar interface and start collaborating from day one, reducing time-to-value. Seamless integration with your ecosystem : Connect Ganacos to your ERP, CRM, databases, or flat files. Automate data refreshes and ensure everyone works with the latest numbers. The Impact for Your Business Ganacos customers have achieved: Reduced stockouts by simulating promotions, store openings, and delivery delays before they happen. Higher forecast accuracy, improving service levels and reducing excess inventory. Faster decision cycles, enabling agile responses to market changes or supply disruptions. Cross-team alignment, breaking down silos between finance, supply chain, and operations. Whether you are streamlining S&OP in retail, optimizing capacity in manufacturing, or unifying budgets and forecasts across a global enterprise, Ganacos equips your teams to anticipate change, align on priorities, and execute with confidence. **Average Rating:** 4.8/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Ganacos?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Inventory collaboration:** 7.1/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.6/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 9.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Ganacos?** - **Seller:** [Ganacos](https://www.g2.com/sellers/ganacos) - **Company Website:** https://ganacos.com/ - **Year Founded:** 2016 - **HQ Location:** Nantes, FR - **LinkedIn® Page:** https://www.linkedin.com/company/ganacos/ (20 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Enterprise, 36% Mid-Market #### What Are Ganacos's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Customer Support (4 reviews) - Ease of Implementation (4 reviews) - Implementation Ease (4 reviews) - Agile Responsiveness (3 reviews) **Cons:** - Improvement Needed (2 reviews) - Incomplete Development (2 reviews) - Performance Issues (2 reviews) - Slow Loading (2 reviews) - Slow Performance (2 reviews) ### What Do G2 Reviewers Say About Ganacos? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Ganacos, finding it intuitive and flexible for all skill levels. - Users commend the **responsive customer support** of Ganacos, consistently addressing queries and concerns effectively and efficiently. - Users appreciate the **ease of implementation** of Ganacos, highlighting its user-friendly setup and efficient customization options. - Users value the **implementation ease** of Ganacos, noting its smooth process and effective support for quick adoption. - Users value the **agile responsiveness** of Ganacos, enhancing their ability to adapt quickly to changing needs. **Cons:** - Users note that the **occasional slowness** in Ganacos needs improvement for a smoother gaming experience. - Users struggle with the **incomplete development** of Ganacos, facing challenges in learning and utilizing its features effectively. - Users notice some **performance issues** with occasional slowness, which could benefit from further optimization for a smoother experience. - Users experience some **occasional slowness** with Ganacos, indicating a need for optimization to enhance performance. - Users note occasional **slowness** in performance, suggesting improvements for a smoother experience with Ganacos. #### What Are Recent G2 Reviews of Ganacos? **"[Ease of Use and Exceptional Visualization](https://www.g2.com/survey_responses/ganacos-review-12026886)"** **Rating:** 4.5/5.0 stars *— Philippe G.* [Read full review](https://www.g2.com/survey_responses/ganacos-review-12026886) --- **"[A good tool for structuring our S&OP](https://www.g2.com/survey_responses/ganacos-review-11781036)"** **Rating:** 4.5/5.0 stars *— Paul L.* [Read full review](https://www.g2.com/survey_responses/ganacos-review-11781036) --- ### 11. [SAS Forecast Analyst Workbench](https://www.g2.com/products/sas-forecast-analyst-workbench/reviews) Create demand-driven, statistical forecasts with an analytics-driven framework that automates and manages the information exchange between everyone involved in the demand forecasting process. Sense demand signals. Predict and shape future demand more accurately. With the combined power of automation, analytics and workflow, you can generate the most unbiased and accurate large-scale demand forecasts. **Average Rating:** 3.9/5.0 **Total Reviews:** 7 **How Do G2 Users Rate SAS Forecast Analyst Workbench?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.9/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.9/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind SAS Forecast Analyst Workbench?** - **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) - **Year Founded:** 1976 - **HQ Location:** Cary, NC - **Twitter:** @SASsoftware (60,863 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1491/ (18,638 employees on LinkedIn®) - **Phone:** 1-800-727-0025 **Who Uses This Product?** - **Company Size:** 71% Enterprise, 29% Small-Business #### What Are SAS Forecast Analyst Workbench's Pros and Cons? **Pros:** - Process Automation (2 reviews) - Collaboration (1 reviews) - Customization (1 reviews) - Forecasting Accuracy (1 reviews) **Cons:** - Difficult Learning (2 reviews) - Expensive (1 reviews) ### What Do G2 Reviewers Say About SAS Forecast Analyst Workbench? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **process automation** in SAS Forecast Analyst Workbench, enhancing efficiency in sales and operations planning. - Users value the **collaboration and customization options** in SAS Forecast Analyst Workbench, enhancing teamwork and adaptability. - Users value the **customization options** in SAS Forecast Analyst Workbench, enhancing their collaborative forecasting experience. - Users value the **forecasting accuracy** of SAS Forecast Analyst Workbench, enhancing their decision-making with reliable predictions. **Cons:** - Users find the **difficult learning curve** of SAS Forecast Analyst Workbench challenging, especially for new users. - Users find the **high cost** of SAS Forecast Analyst Workbench to be a significant drawback compared to other tools. #### What Are Recent G2 Reviews of SAS Forecast Analyst Workbench? **"[SAS forecast review](https://www.g2.com/survey_responses/sas-forecast-analyst-workbench-review-10348408)"** **Rating:** 4.5/5.0 stars *— Mark B.* [Read full review](https://www.g2.com/survey_responses/sas-forecast-analyst-workbench-review-10348408) --- **"[Automated and Excellent Data Analyst Tool Ever](https://www.g2.com/survey_responses/sas-forecast-analyst-workbench-review-6861503)"** **Rating:** 4.5/5.0 stars *— Salini K.* [Read full review](https://www.g2.com/survey_responses/sas-forecast-analyst-workbench-review-6861503) --- #### What Are G2 Users Discussing About SAS Forecast Analyst Workbench? - [What is SAS Forecast Analyst Workbench used for?](https://www.g2.com/discussions/what-is-sas-forecast-analyst-workbench-used-for) ### 12. [Aptean Distribution ERP](https://www.g2.com/products/aptean-distribution-erp/reviews) Aptean Distribution ERP is a comprehensive solution tailored for consumer goods importers and distributors to streamline every aspect of their business. From supply chain management and warehouse operations to financials and customer service, this ERP system helps businesses achieve greater efficiency, enhanced visibility, and increased profitability. Its fully integrated, with the tools needed to manage all key areas of the business financials, logistics, warehouse, compliance, EDI and sales with the analytics and reporting that enables solid business decisions. With powerful tools for inventory management, forecasting, and direct-to-consumer shipping, it enables seamless operations while maintaining retailer compliance. Designed to adapt to your business needs, Aptean Distribution ERP offers both cloud and on-premise deployment options. Supported by a team of industry experts, it empowers distributors to stay competitive in a fast-paced market through data-driven insights and integrated operations. Key Features -EDI and Chargeback Management: Simplify compliance and reduce chargebacks with full EDI support that centralizes data and helps maintain strong retailer relationships. -Direct-to-Consumer Shipping: Streamline fulfillment for high-volume shipments with features like "Pick by Label," ensuring efficient order processing for consumer sales. -Advanced Analytics and Reporting: Gain deep insights into profitability, chargebacks, and operational efficiency with integrated business intelligence and Power BI compatibility. -Industry-Specific Tools: Built for consumer goods distributors, it covers warehousing, import management, demand planning, and supplier production monitoring. -Flexible Deployment Options: Choose between cloud or on-premise solutions to meet your unique business requirements. Who Is This For? Aptean Distribution ERP is designed for consumer goods importers and distributors, whether small or large, seeking to streamline operations and foster growth. With customizable packages and scalable features, Aptean Distribution ERP adapts to the needs of businesses at any stage of growth, making it an ideal choice for expanding enterprises. Why Choose Aptean Distribution ERP? This ERP solution is perfect for businesses managing complex supply chains, meeting retailer compliance requirements, and fulfilling direct-to-consumer demands. By consolidating operations into one platform, Aptean Distribution ERP helps businesses improve efficiency, enhance profitability, and stay ahead in a competitive market. Contact us today for a free consultation or a no-obligation demo. **Average Rating:** 4.1/5.0 **Total Reviews:** 20 **How Do G2 Users Rate Aptean Distribution ERP?** - **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 8.8/10) **Who Is the Company Behind Aptean Distribution ERP?** - **Seller:** [Aptean](https://www.g2.com/sellers/aptean) - **Year Founded:** 2012 - **HQ Location:** Alpharetta, Georgia - **Twitter:** @Aptean (1,620 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2681769/ (3,045 employees on LinkedIn®) - **Phone:** +1-770-351-9600 **Who Uses This Product?** - **Top Industries:** Wholesale - **Company Size:** 50% Small-Business, 45% Mid-Market #### What Are Aptean Distribution ERP's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Order Management (3 reviews) - User-Friendly (3 reviews) - Beginner-Friendly (2 reviews) - Comprehensive Solutions (2 reviews) **Cons:** - Complexity (1 reviews) - Downtime Issues (1 reviews) - Expensive (1 reviews) - Improvement Needed (1 reviews) - Integration Challenges (1 reviews) ### What Do G2 Reviewers Say About Aptean Distribution ERP? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Aptean Distribution ERP, finding it intuitive and accessible for everyone. - Users appreciate the **user-friendly order management system** in Aptean Distribution ERP, streamlining their operations effortlessly. - Users find the **intuitive design** of Aptean Distribution ERP makes it easy for non-IT professionals to navigate. - Users highlight the **beginner-friendly interface** of Aptean Distribution ERP, making it easy for non-IT professionals to navigate. - Users value the **comprehensive solutions** of Aptean Distribution ERP, capable of managing complex operations with ease. **Cons:** - Users find the **complexity of multiple screens** overwhelming, though the ERP ultimately meets their needs. - Users report frequent **downtime issues** with Aptean Distribution ERP, affecting reliability despite quick recovery efforts from the team. - Users feel that the **annual maintenance costs are expensive** , which can be a burden on their budget. - Users face frequent **uptime issues** with Aptean Distribution ERP, impacting reliability despite quick team responses. - Users find **integration challenges** with third-party applications like Proship and Paypal frustrating and complex. #### What Are Recent G2 Reviews of Aptean Distribution ERP? **"[User Friendly Solution](https://www.g2.com/survey_responses/aptean-distribution-erp-review-11782488)"** **Rating:** 5.0/5.0 stars *— Steve B.* [Read full review](https://www.g2.com/survey_responses/aptean-distribution-erp-review-11782488) --- **"[Apprise in the automotive industry](https://www.g2.com/survey_responses/aptean-distribution-erp-review-11782456)"** **Rating:** 4.0/5.0 stars *— Verified User in Automotive* [Read full review](https://www.g2.com/survey_responses/aptean-distribution-erp-review-11782456) --- ### 13. [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews) Getron AI Services (GaiS) is the general name of inventory planning, management and optimization services focused on demand forecasting, built on artificial intelligence (AI) and machine learning (ML) algorithms. GaiS is the only AI-native solution in supply chain management to deliver proven results only in weeks. Through the Getron Mass Customization (MCI) interface, our services can be customized very quickly in line with the business rules and constraints of the companies. Thus, companies can customize Getron services according to their needs and start using them within weeks, without the need for a special data science team. 1. GETRON PST (Prescriptive Stock Transactions): AI-native holistic inventory planning, management & optimization service. Getron PST provides stock movement work orders from warehouses & suppliers to stores and inter-stores including online stores. 2. GETRON ARE (Action Recommended Entities): Manages products' dynamic pricing, optimal warehouse quantities and delisting recommendations through AI algorithms. Getron ARE optimizes the price levels to increase the demand for slow moving items and provides the right stock levels. 3. GETRON OMP (Order Management & Planning): Seamlessly collects & orchestrates order management and planning business workflows. Getron OMP generates AI-native demand quantity recommendations to increase related KPIs including fill-rates. 4. GETRON PSP (Prescriptive Supply Planning): Performs demand driven supply planning with a long-term focus, based on financial cycles. Getron PSP relies directly on Getron's multi-model demand-forecasting engine which allows for comparing what-if scenarios. 5. GETRON PBD (Predictive Business Diagnostics): Multi-KPI based predictive diagnosis automation and oversight with the interactive dashboard & comprehensive reports. Getron PBD can review overall KPI insights, and to assess the impact of Getron Services provides a kind of mirror through which clients can analyze their business. **Average Rating:** 4.8/5.0 **Total Reviews:** 20 **How Do G2 Users Rate Getron AI Services (GaiS)?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 8.8/10) - **Inventory collaboration:** 10.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.0/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 9.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Getron AI Services (GaiS)?** - **Seller:** [Getron](https://www.g2.com/sellers/getron) - **Year Founded:** 2003 - **HQ Location:** New Jersey, US - **Twitter:** @GetronCorp (48 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/getron (69 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Pharmaceuticals - **Company Size:** 55% Mid-Market, 25% Enterprise #### What Are Getron AI Services (GaiS)'s Pros and Cons? **Pros:** - Customer Support (3 reviews) - Agile Responsiveness (2 reviews) - Customer Success (2 reviews) - Helpful (2 reviews) - Analytics (1 reviews) **Cons:** - Data Integration (1 reviews) - Delayed Processes (1 reviews) - ERP Integration (1 reviews) - Improvement Needed (1 reviews) - Integration Issues (1 reviews) ### What Do G2 Reviewers Say About Getron AI Services (GaiS)? *AI-generated summary from verified user reviews* **Pros:** - Users value the **quick and comprehensive customer support** from Getron AI Services, enhancing overall satisfaction and solutions. - Users value the **high level of responsiveness** from Getron AI Services, ensuring tailored solutions and excellent customer satisfaction. - Users value the **outstanding customer support** from Getron AI Services, noting their quick and effective tailored solutions. - Users find Getron AI Services **very helpful** , offering quick solutions and excellent customer support for improvements. - Users value the **analytical approach** of Getron AI Services, significantly reducing company workload and enhancing working logic. **Cons:** - Users faced challenges with **data integration** , hindering their ability to effectively utilize Getron AI Services. - Users find the **delayed processes** of GaiS frustrating, wishing for quicker service delivery to enhance efficiency. - Users face challenges with **ERP integration** , leading to complications in utilizing Getron AI Services effectively. - Users feel that GaiS has **room for development and improvement** , indicating a need for enhancements in performance. - Users face **integration issues** when trying to incorporate Getron settings into their existing systems, causing frustration. #### What Are Recent G2 Reviews of Getron AI Services (GaiS)? **"[What does Getron mean to us](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11221508)"** **Rating:** 5.0/5.0 stars *— Sezer E.* [Read full review](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11221508) --- **"[An innovative experience](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11219635)"** **Rating:** 5.0/5.0 stars *— Alper Tunga G.* [Read full review](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11219635) --- ### 14. [MakerSights](https://www.g2.com/products/makersights/reviews) MakerSights is the only assortment management workspace, empowering retail brands to take a consumer-obsessed approach to product strategy and enabling them to create more products that people love – and less of what they don’t. The MakerSights Workspace unites cross-functional teams, from design and product to merchandising and consumer insights to test ideas and in-development products with target consumers at scale. Leveraging interactive, purpose-built retail analytics and dashboards, teams are able to quickly analyze consumer data, instantly share insights with stakeholders, and make data-informed decisions that result in efficient, high-performing assortments. **Average Rating:** 4.5/5.0 **Total Reviews:** 10 **How Do G2 Users Rate MakerSights?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.3/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind MakerSights?** - **Seller:** [MakerSights](https://www.g2.com/sellers/makersights) - **Year Founded:** 2015 - **HQ Location:** San Francisco, California - **Twitter:** @MakerSights (233 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/makersights/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 70% Small-Business, 30% Mid-Market #### What Are Recent G2 Reviews of MakerSights? **"[MakerSights - A Life Savior](https://www.g2.com/survey_responses/makersights-review-7018686)"** **Rating:** 5.0/5.0 stars *— Rahul K.* [Read full review](https://www.g2.com/survey_responses/makersights-review-7018686) --- **"[I find MakerSights to be a crucial platform that allows for precise analysis of consumer feedback](https://www.g2.com/survey_responses/makersights-review-7712097)"** **Rating:** 4.5/5.0 stars *— Ibraham M.* [Read full review](https://www.g2.com/survey_responses/makersights-review-7712097) --- ### 15. [Ramco Logistics](https://www.g2.com/products/ramco-logistics/reviews) Ramco Logistics Software provides an end-to-end digital platform that solves Logistics Service providers' critical challenges, including supply shortages, limited resources, operational costs, surge in demand, and new compliance rules. With a tailor-made platform for Third Party Logistics and Express/Parcel service Providers, Ramco Logistics suite encompasses TMS, WMS, Fleet, Hub Management, Rating & Billing. The solution comes packed with Artificial Intelligence and features around Mobility & Command Center for Visibility. Ramco Logistic’s unique offering encompasses but not limited to • Unified Logistics Software including HR & Finance • Flexible & Scalable solution to uberize operations. • In Memory based Optimization enabling real-time scheduling & routing • Command center for end to end visibility of operations • Predictive Analysis to measure profitability Ramco Logistics is scalable and can be deployed on cloud or on-premise. It supports integration with most of the existing business applications. For more details, visit https://www.ramco.com/logistics **Average Rating:** 4.2/5.0 **Total Reviews:** 16 **How Do G2 Users Rate Ramco Logistics?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Ramco Logistics?** - **Seller:** [Ramco Systems](https://www.g2.com/sellers/ramco-systems) - **Year Founded:** 1997 - **HQ Location:** Chennai, Tamil Nadu - **Twitter:** @RamcoSystems (7,770 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/165652/ (3,948 employees on LinkedIn®) - **Ownership:** NSE: RAMCOSYS **Who Uses This Product?** - **Company Size:** 41% Small-Business, 29% Mid-Market #### What Are Ramco Logistics's Pros and Cons? **Pros:** - Comprehensive Platform (1 reviews) - Customer Support (1 reviews) - Customization (1 reviews) - Ease of Use (1 reviews) - Easy Integrations (1 reviews) ### What Do G2 Reviewers Say About Ramco Logistics? *AI-generated summary from verified user reviews* **Pros:** - Users value the **comprehensive platform** of Ramco Logistics, noting its ease of use and excellent customer support. - Users highlight the **excellent customer support** of Ramco Logistics, enhancing their overall experience and satisfaction. - Users value the **customization options** of Ramco Logistics, enhancing usability and integration in daily operations. - Users appreciate the **ease of use** of Ramco Logistics, highlighting its integration, implementation, and excellent support. - Users find the **easy integrations** of Ramco Logistics to be seamless, enhancing daily usability and implementation. #### What Are Recent G2 Reviews of Ramco Logistics? **"[Excellent logistics solution For small business](https://www.g2.com/survey_responses/ramco-logistics-review-5399151)"** **Rating:** 5.0/5.0 stars *— Vishnu S.* [Read full review](https://www.g2.com/survey_responses/ramco-logistics-review-5399151) --- **"[The Best Logistics Software in the market](https://www.g2.com/survey_responses/ramco-logistics-review-7842486)"** **Rating:** 5.0/5.0 stars *— Karthik A.* [Read full review](https://www.g2.com/survey_responses/ramco-logistics-review-7842486) --- #### What Are G2 Users Discussing About Ramco Logistics? - [What is Ramco Logistics used for?](https://www.g2.com/discussions/what-is-ramco-logistics-used-for) ### 16. [SymphonyAI Retail/CPG](https://www.g2.com/products/symphonyai-retail-cpg/reviews) SymphonyAI Retail/CPG is the only provider of end-to-end, integrated AI-powered Merchandising, Marketing, and Supply Chain Solutions for Retailers & CPG Manufacturers. Simply put, we are Retail. **Average Rating:** 4.2/5.0 **Total Reviews:** 12 **How Do G2 Users Rate SymphonyAI Retail/CPG?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Inventory collaboration:** 7.2/10 (Category avg: 8.6/10) - **Forecast collaboration:** 7.8/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 7.8/10 (Category avg: 8.5/10) **Who Is the Company Behind SymphonyAI Retail/CPG?** - **Seller:** [SymphonyAI](https://www.g2.com/sellers/symphonyai-cf01fc99-7338-420c-9ae6-2c2a4552d056) - **Year Founded:** 2017 - **HQ Location:** Palo Alto, California - **Twitter:** @SymphonySummit (470 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/symphonyai/ (2,086 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 50% Small-Business, 33% Enterprise #### What Are Recent G2 Reviews of SymphonyAI Retail/CPG? **"[SymphonyAI for intelligence](https://www.g2.com/survey_responses/symphonyai-retail-cpg-review-8571556)"** **Rating:** 5.0/5.0 stars *— K Kishore Kumar R.* [Read full review](https://www.g2.com/survey_responses/symphonyai-retail-cpg-review-8571556) --- **"[increase sales and customer experience via machine learning and algorithms](https://www.g2.com/survey_responses/symphonyai-retail-cpg-review-7777145)"** **Rating:** 5.0/5.0 stars *— Bramhanand K.* [Read full review](https://www.g2.com/survey_responses/symphonyai-retail-cpg-review-7777145) --- ### 17. [Coupa](https://www.g2.com/products/coupa-software-coupa/reviews) Point solutions are pointless: spend smarter with the leading spend management platform built for companies like you. The Coupa platform allows you to take control of your spend and position your business for resilience and growth. Start your spend management practice with the areas that are most important to your business today, and grow on the platform as your needs change. Gain unparalleled control and visibility by having a single source for all your spend management needs. -Requests and Approvals: Centralize and manage requests of all shapes and sizes. Coupa provides an intuitive, user friendly guided buying experience that makes it easy for your employees to find the things they need and also ensure that their requests get to the right approvers. -Invoices and Expenses: Automate and scale your Accounts Payable with our industry-leading AP automation solution, which delivers multi-level automated invoice validation, dynamic approval workflows, and full mobile access. -Vendor Management: Integrated vendor onboarding and management solution helps vendors self service and eliminates the silos between vendor management and Accounts Payable. -All Payments. One Place: Our fast, secure, global payments platform enables you to maximize your rebate and working capital and automate reconciliation. Coupa integrates easily with your ERP so you can accelerate financial processes, ensure compliance and control spend by giving everyone in your organization a unified and easy way to make smarter purchases and get more from their budgets. Get real, measurable value from spend that’s unobtainable from your ERP system alone. **Average Rating:** 4.2/5.0 **Total Reviews:** 555 **How Do G2 Users Rate Coupa?** - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Coupa?** - **Seller:** [Coupa Software](https://www.g2.com/sellers/coupa-software) - **Year Founded:** 2006 - **HQ Location:** San Mateo, CA - **Twitter:** @Coupa (21,263 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/coupa-software (3,687 employees on LinkedIn®) - **Ownership:** NASDAQ: COUP **Who Uses This Product?** - **Who Uses This:** Consultant, Senior Accountant - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 63% Enterprise, 31% Mid-Market #### What Are Coupa's Pros and Cons? **Pros:** - Ease of Use (59 reviews) - Features (34 reviews) - Intuitive (29 reviews) - Efficiency (27 reviews) - Simple (25 reviews) **Cons:** - Missing Features (23 reviews) - Complexity (20 reviews) - Learning Curve (18 reviews) - Limited Functionality (17 reviews) - Not Intuitive (17 reviews) ### What Do G2 Reviewers Say About Coupa? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of Coupa, which simplifies integration and expense management. - Users appreciate the **user-friendly integration** of Coupa, especially for recurring expenses and ERP compatibility. - Users value Coupa for its **intuitive design** , making navigation and collaboration seamless for all teams. - Users praise the **efficiency** of Coupa, benefiting from quick invoice validation and intuitive, flexible tools. - Users appreciate the **ease of use** in Coupa, making tasks like creating POs and tracking receipts seamless. **Cons:** - Users find the **lack of key features** in Coupa frustrating, impacting overall efficiency and usability. - Users find Coupa's **complexity** frustrating due to poor documentation and disjointed training materials affecting usability. - Users find the **learning curve challenging** , needing admin training for complex configurations and workflows in Coupa. - Users express frustration with Coupa's **limited functionality** , noting missing features and difficulties with the app interface. - Users find the system **not intuitive** , leading to frustration and a steep learning curve for new tasks. #### What Are Recent G2 Reviews of Coupa? **"[Effortless Invoice Management with Coupa](https://www.g2.com/survey_responses/coupa-review-12667380)"** **Rating:** 4.5/5.0 stars *— Kim P.* [Read full review](https://www.g2.com/survey_responses/coupa-review-12667380) --- **"[Intuitive and Efficient, but Improvement Needed in Purchase Orders](https://www.g2.com/survey_responses/coupa-review-12661728)"** **Rating:** 4.0/5.0 stars *— Felipe Z.* [Read full review](https://www.g2.com/survey_responses/coupa-review-12661728) --- #### What Are G2 Users Discussing About Coupa? - [What is Coupa Supply Chain Design & Planning used for?](https://www.g2.com/discussions/what-is-coupa-supply-chain-design-planning-used-for) - [How software can help with procurement?](https://www.g2.com/discussions/how-software-can-help-with-procurement) - [Is coupa an ERP system?](https://www.g2.com/discussions/is-coupa-an-erp-system) - 1 comment - [What is coupa tool?](https://www.g2.com/discussions/what-is-coupa-tool) - [What is the coupa system?](https://www.g2.com/discussions/what-is-the-coupa-system) ### 18. [DataDocks](https://www.g2.com/products/datadocks/reviews) DataDocks is a modern dock scheduling and yard management and time slot management platform built specifically for warehouses, 3PLs, and logistics teams that are done with juggling spreadsheets, emails, and calls just to get trucks in and out efficiently. Our cloud-based system helps streamline inbound and outbound flow by letting carriers book dock appointments online, giving your team real-time visibility into arrivals, and reducing congestion and delays. DataDocks keeps your operation moving with features like automated check-ins, QR codes for drivers, and customizable schedules. With fast setup, flexible workflows, and hands-on support, DataDocks fits into your operation without needing a major overhaul. Whether you're managing a single site or a national network, we make it easier to stay organized, reduce detention charges, and keep everyone—from dock workers to dispatchers in sync. Key Features: Online dock scheduling with self-serve carrier access Yard visibility and live check-in/check-out tracking Driver notifications and QR code support Custom checklists and appointment rules Analytics to spot bottlenecks and improve flow Trusted by warehouses that want control, visibility, and fewer headaches on the dock. **Average Rating:** 4.6/5.0 **Total Reviews:** 7 **How Do G2 Users Rate DataDocks?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.9/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.4/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.9/10 (Category avg: 8.5/10) **Who Is the Company Behind DataDocks?** - **Seller:** [DataDocks](https://www.g2.com/sellers/datadocks) - **Year Founded:** 2013 - **HQ Location:** N/A - **Twitter:** @DataDocks (11 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/datadocks/ (8 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 29% Enterprise #### What Are DataDocks's Pros and Cons? **Pros:** - Cost Efficiency (1 reviews) - Process Automation (1 reviews) - Reporting (1 reviews) **Cons:** - Integration Issues (1 reviews) - Limitations (1 reviews) ### What Do G2 Reviewers Say About DataDocks? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **cost efficiency** of DataDocks, enhancing appointment management and simplifying report analysis. - Users value the **process automation** in DataDocks, transforming appointment management and enhancing analytical capabilities. - Users find the **reporting functionality** of DataDocks valuable for analyzing data and managing customer appointments efficiently. **Cons:** - Users experience **limited API integration** with DataDocks, hindering its effectiveness within larger software ecosystems. - Users find the **limited API integration possibilities** hinder DataDocks' functionality within larger ecosystems or platforms. #### What Are Recent G2 Reviews of DataDocks? **"[Seamless Dock Scheduling with Stellar Support](https://www.g2.com/survey_responses/datadocks-review-12550982)"** **Rating:** 4.5/5.0 stars *— Dean I.* [Read full review](https://www.g2.com/survey_responses/datadocks-review-12550982) --- **"[Flexible Customization and Fast, Helpful Support](https://www.g2.com/survey_responses/datadocks-review-13032531)"** **Rating:** 5.0/5.0 stars *— Bryan B.* [Read full review](https://www.g2.com/survey_responses/datadocks-review-13032531) --- #### What Are G2 Users Discussing About DataDocks? - [What is DataDocks used for?](https://www.g2.com/discussions/what-is-datadocks-used-for) ### 19. [Etail Solutions](https://www.g2.com/products/etail-solutions/reviews) Etail Solutions helps brands, distributors, 3PLs, and retailers optimize ecommerce fulfillment across multiple sales channels, fulfillment locations, and existing software systems and platforms. Etail combines real-time inventory visibility, intelligent order routing, and deep integration capabilities to cut ecommerce fulfillment costs and scale profitably. In 2025, Etail introduced its latest innovation, The Distribution Network. Etail’s latest innovation turns regional distributors into D2C fulfillment hubs by connecting their inventory to brands’ ecommerce channels. Orders are automatically routed to the closest distributor, optimizing for speed, cost, and availability. Distributors unlock new revenue. Brands get fast, nationwide delivery with less overhead, using partners they already know and trust. Founded in 2010, Etail is designed to simplify complex ecommerce fulfillment challenges. The platform supports distributed inventory and order management, multi-vendor sourcing, cartonization, rate shopping, and native shipping – all powered by automation and real-time data. With flexible integrations, it adapts to even the most complex fulfillment setups. Etail is the operating system for modern ecommerce fulfillment – engineered for flexibility, built to handle complexity, and ready to scale with you. WHAT SETS US APART? Lower Costs: Automate routing for the most cost-effective delivery and reduce shipping expenses. Scalable Growth: Easily onboard vendors, manage catalogs, and scale profitably with drop shipping support. Flexible Integration: Connect with any system via EDI, APIs, or custom integrations—no replacement needed. Accurate Data: Sync inventory and pricing across channels and build custom reports effortlessly. READY TO SCALE SMARTER? Follow us for insights or visit our website to learn more. **Average Rating:** 4.4/5.0 **Total Reviews:** 41 **How Do G2 Users Rate Etail Solutions?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.8/10) - **Inventory collaboration:** 8.7/10 (Category avg: 8.6/10) - **Forecast collaboration:** 6.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 5.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Etail Solutions?** - **Seller:** [Etail Solutions](https://www.g2.com/sellers/etail-solutions) - **Company Website:** https://www.etailsolutions.com - **Year Founded:** 2010 - **HQ Location:** Minneapolis, MN - **Twitter:** @TeamEtail (610 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/etail-solutions (19 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consumer Goods, Retail - **Company Size:** 46% Small-Business, 44% Mid-Market #### What Are Etail Solutions's Pros and Cons? **Pros:** - Attentive (1 reviews) - Communication (1 reviews) - Customer Support (1 reviews) - Helpful (1 reviews) - Response Time (1 reviews) **Cons:** - Delay Issues (1 reviews) - Delivery Delays (1 reviews) - Time-Consuming (1 reviews) - Time-Consuming Tasks (1 reviews) - Time Consumption (1 reviews) ### What Do G2 Reviewers Say About Etail Solutions? *AI-generated summary from verified user reviews* **Pros:** - Users value the **attentive support** from the Etail Solutions team, enhancing their overall experience and satisfaction. - Users value the **effective communication** facilitated by Etail Solutions, enhancing teamwork through regular calls and support. - Users value the **responsive customer support** of Etail Solutions, highlighting regular calls that effectively assist them. - Users appreciate the **helpfulness** of Etail Solutions, benefiting from regular team calls for support. - Users praise the **quick response time** of Etail Solutions, enjoying regular support from the team. **Cons:** - Users are frustrated by the **delay issues** in ticket resolution, hindering progress on necessary initiatives. - Users face **delivery delays** that hinder progress on initiatives, impacting overall efficiency with Etail Solutions. - Users find the **time-consuming ticket resolution** process frustrating, hindering timely progress on important initiatives. - Users experience **time-consuming tasks** with ticket resolutions, hindering progress on essential initiatives from Etail. - Users express frustration with **time consumption** in ticket resolution, delaying important initiatives from Etail Solutions. #### What Are Recent G2 Reviews of Etail Solutions? **"[I've been working with Etail Solutions platform for more than 4 years](https://www.g2.com/survey_responses/etail-solutions-review-9214174)"** **Rating:** 5.0/5.0 stars *— Karl G.* [Read full review](https://www.g2.com/survey_responses/etail-solutions-review-9214174) --- **"[Very Hands-On Support and Guidance](https://www.g2.com/survey_responses/etail-solutions-review-9999724)"** **Rating:** 5.0/5.0 stars *— Julie G.* [Read full review](https://www.g2.com/survey_responses/etail-solutions-review-9999724) --- #### What Are G2 Users Discussing About Etail Solutions? - [What is Etail used for?](https://www.g2.com/discussions/what-is-etail-used-for) - 1 comment ### 20. [Forthcast](https://www.g2.com/products/forthcast/reviews) Forthcast AI-Powered Demand Forecasting & Inventory Replenishment for Shopify Forthcast is a smart, AI-driven forecasting and demand planning platform built exclusively for Shopify merchants. As the core forecasting engine inside Forthsuite, the complete supply chain OS for Shopify, it turns your store’s data into accurate predictions, optimal stock recommendations, and fully automated purchase orders. Using advanced machine learning, Forthcast analyzes your historical sales, seasonality, trends, promotions, and real customer demand signals to generate precise SKU-level forecasts. It helps you prevent stockouts, cut excess inventory, free up working capital, and streamline supplier ordering, all without spreadsheets or manual guesswork. Built for Shopify brands of any size From 50 to 50,000+ SKUs, DTC or multi-channel sellers, Forthcast scales effortlessly. Native Shopify integration means one-click setup, automatic syncing of orders and inventory, and your first forecasts ready in minutes, no CSV uploads or technical setup required. Core Capabilities AI Demand Forecasting Accurate SKU-level predictions with confidence intervals Automatically detects trends, seasonality, growth/decline patterns New product forecasting by intelligently matching similar SKUs Bundle & pack decomposition for correct component-level demand Multi-location and multi-channel support (Shopify + Amazon FBA + TikTok Shop) Easy manual adjustments for promotions, events, or special spikes Stockout Prevention & Smart Replenishment Real-time low-stock alerts and “Revenue at Risk” visibility Automatic calculation of optimal stock levels, reorder points, and safety stock Lost Sales Tracker to measure the real financial impact of stockouts Custom service levels tailored to your risk tolerance Automated Purchase Order Management Generates ready-to-send draft purchase orders with recommended quantities Fully respects Minimum Order Quantities (MOQs) and supplier rules One-click emailing of POs directly to suppliers from the dashboard Scheduled replenishment cycles (e.g., every 4, 8, or 13 weeks) Supplier lead-time tracking and monthly budget prioritization Stock Health & Performance Analytics Actionable Stock Health dashboard that categorizes every SKU (imminent stockouts, overstock, slow movers, well-balanced) ABC analysis, sell-through velocity reports, and anomaly detection Detailed forecast accuracy metrics (MAPE, bias) with continuous improvement Simple & Affordable Flat pricing at just $19.99 per month, unlimited SKUs, unlimited orders, no transaction fees, no hidden costs. Includes a 14-day free trial (no credit card needed). Forecasts refresh daily so your plans stay current. Forthcast replaces manual planning and expensive tools with fast, accurate, automated inventory intelligence, giving Shopify merchants professional-grade supply chain power at a price that actually makes sense. **Average Rating:** 5.0/5.0 **Total Reviews:** 5 **How Do G2 Users Rate Forthcast?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Forthcast?** - **Seller:** [Forthcast](https://www.g2.com/sellers/forthcast) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 80% Small-Business, 40% Mid-Market #### What Are Recent G2 Reviews of Forthcast? **"[Forthcast’s Stock Health Dashboard Makes Inventory Forecasting Effortless](https://www.g2.com/survey_responses/forthcast-review-13070152)"** **Rating:** 5.0/5.0 stars *— Joseph B.* [Read full review](https://www.g2.com/survey_responses/forthcast-review-13070152) --- **"[Powerful inventory forecasting that replaced our spreadsheets](https://www.g2.com/survey_responses/forthcast-review-12967574)"** **Rating:** 5.0/5.0 stars *— Eva K.* [Read full review](https://www.g2.com/survey_responses/forthcast-review-12967574) --- ### 21. [Kepion](https://www.g2.com/products/kepion/reviews) Kepion is a global leader in cloud financial planning and analysis (FP&A) software, empowering organizations to streamline budgeting, forecasting, reporting, and performance management. Built for finance teams, Kepion replaces manual spreadsheets with agile, accurate, and collaborative planning tools. Trusted by Fortune 500 companies like Magna, Bayer, and Energizer, Kepion is recognized in the Gartner Magic Quadrant for Cloud FP&A Solutions. Its flexible modeling platform allows users to build custom planning apps without code—accelerating digital transformation and aligning operations with financial strategy. Built on Microsoft technology, Kepion integrates with Microsoft Fabric, Power BI, Azure AI, and Microsoft 365 to deliver enterprise-grade security, seamless data connectivity, and advanced AI capabilities. Kepion is redefining FP&A. Globally trusted, intelligently integrated, and built for the future. **Average Rating:** 4.5/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Kepion?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 8.8/10) - **Inventory collaboration:** 7.8/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.4/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.9/10 (Category avg: 8.5/10) **Who Is the Company Behind Kepion?** - **Seller:** [Kepion](https://www.g2.com/sellers/kepion) - **Year Founded:** 2009 - **HQ Location:** Seattle, US - **Twitter:** @kepion (170 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/438641/ (25 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 53% Small-Business, 42% Mid-Market #### What Are Kepion's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Features (5 reviews) - Ease of Learning (4 reviews) - Efficiency (4 reviews) - Forecasting (4 reviews) **Cons:** - Dashboard Issues (3 reviews) - Difficult Learning (3 reviews) - Limited Options (3 reviews) - Complexity (2 reviews) - Dashboard Limitations (2 reviews) ### What Do G2 Reviewers Say About Kepion? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of Kepion, making navigation and planning seamless and efficient. - Users appreciate the **flexibility and ease of customization** in Kepion, enhancing their budgeting and forecasting experience. - Users highlight the **ease of learning** Kepion, allowing for quick adoption and efficient use across teams. - Users love the **efficiency** of Kepion, noting its intuitive nature and rapid implementation for enhanced planning processes. - Users praise Kepion for its **intuitive and efficient forecasting** , enhancing enterprise planning and decision-making processes. **Cons:** - Users experience **dashboard issues** with limited flexibility and formatting challenges, needing better guidance for setup and reports. - Users find the **difficult learning** curve challenging, particularly for non-technical individuals needing guidance for advanced features. - Users note **limited advanced analytics and reporting templates** in Kepion, suggesting a need for enhancement in these areas. - Users find the **complexity of dashboard setup** challenging, especially with the need for SQL knowledge to build rules. - Users find the **dashboard limitations** hinder flexibility and complicate layout adjustments, affecting overall usability. #### What Are Recent G2 Reviews of Kepion? **"[Order, security, and structure for your business process](https://www.g2.com/survey_responses/kepion-review-11635407)"** **Rating:** 5.0/5.0 stars *— Francisco R.* [Read full review](https://www.g2.com/survey_responses/kepion-review-11635407) --- **"[Reliable, Intuitive, and Easy to Implement](https://www.g2.com/survey_responses/kepion-review-11599697)"** **Rating:** 5.0/5.0 stars *— Carolina d.* [Read full review](https://www.g2.com/survey_responses/kepion-review-11599697) --- #### What Are G2 Users Discussing About Kepion? - [What is Kepion used for?](https://www.g2.com/discussions/what-is-kepion-used-for) ### 22. [Recurrency](https://www.g2.com/products/recurrency-recurrency/reviews) Recurrency is a sales and pricing automation platform for your enterprise resource planning (ERP) system. Recurrency is the automation platform for ERPs built for speed –– from streamlined workflows to eye-blink load times on every page. Stop doing breathing exercises while you wait for your ERP to buffer and load. Take back your time and breathe easier with Recurrency. **Average Rating:** 4.6/5.0 **Total Reviews:** 5 **How Do G2 Users Rate Recurrency?** - **Inventory collaboration:** 8.3/10 (Category avg: 8.6/10) - **Forecast collaboration:** 8.3/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 7.5/10 (Category avg: 8.5/10) **Who Is the Company Behind Recurrency?** - **Seller:** [Recurrency](https://www.g2.com/sellers/recurrency) - **HQ Location:** San Francisco, US - **Twitter:** @recurrency (208 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18730867 (48 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 60% Mid-Market, 40% Small-Business #### What Are Recent G2 Reviews of Recurrency? **"[It is a highly flexible and easy to use system that makes my job easier!](https://www.g2.com/survey_responses/recurrency-review-7221409)"** **Rating:** 5.0/5.0 stars *— Josh K.* [Read full review](https://www.g2.com/survey_responses/recurrency-review-7221409) --- **"[Very Likely](https://www.g2.com/survey_responses/recurrency-review-7258466)"** **Rating:** 5.0/5.0 stars *— crystal s.* [Read full review](https://www.g2.com/survey_responses/recurrency-review-7258466) --- ### 23. [Toolio](https://www.g2.com/products/toolio/reviews) Toolio is a Merchandising Platform for the next-generation of retailers. By seamlessly integrating to your tech stack, automating critical merchandising and inventory planning workflows, and enabling real-time visibility, Toolio empowers you to make faster, data-driven decisions about your most important (and expensive) asset—inventory. Key Benefits - 100% cloud-based - Toolio integrates with Oracle NetSuite to provide a single source of truth for all your retail data and automates forecasting and replenishment. - Automates complex planning, forecasting and merchandising workflows - Unifies the end-to-end planning and merchandising processes on a single platform - Create and synchronize item level demand forecasts in NetSuite. - Pre-built functionality for Apparel, Footwear & Accessories, Retail and Health & Beauty - Flexible no-code customizations - easily configured by the end user Merchandise Planning - Centralized Plan and Actuals Data: Single source of truth for all your merchandise financial planning and reporting. - Auto-Actualization: Seamless integrations to your commerce stack to automate actualizations. Save time and avoid costly errors. - Locking and Spreading: Streamline top-down, bottom-up, or middle-out planning by locking, spreading and inverse calculations. - Personalized Layouts: See your data how you want. Create custom views of your metrics, attributes and date ranges for different stakeholders and use cases. - Custom Metrics and Attributes: Define custom attributes and metrics to analyze your business through your unique KPIs. - Dynamic Hierarchy & Aggregation: Roll-up plans and actuals by any of your attributes. Change aggregations on the fly to see roll-ups by channel or by category. - Scenario Playing: Test, implement and track progress against multiple scenarios in a single view. - Plan Snapshot: Create plan snapshots to seamlessly compare your latest forecast to initial company goals. - Plan Seeding: Simplify plan creation by pulling in historical data, builds and ratios across any custom date range. Assortment Planning Rationalization - Top-Down / Bottom-Up Reconciliation: Reconcile assortment plan to merchandise plan to identify gaps and manage the deviation from plan. - Rationalization: Leverage depth & width recommendations to prevent SKU proliferation and over-assortment. - Smart Start: Smart start your line planning and wedge building by automatically creating cluster appropriate placeholders. Seasonal Line Planning - Hindsight: Compare to past assortments and select comparable products to automatically and accurately quantify buys. - PLM Integration: Seamlessly run your adoption process by pulling developed styles from your PLM and easily assigning them to placeholders. - Gallery View: Virtual fashion wall to visualize the assortment over time and make planning changes directly in the gallery view. Core Replenishment  - Forecasting Engine: Automate forecasting and retrending to streamline creating projections, while maintaining ability for overrides, to improve forecasting accuracy. - Promo Planning: Centralize promo calendar and automatically account for discounts and lifts in sales forecasts. - Replenishment: Optimize inventory by recommending ideal receipts to meet the demand plan, while accounting for lead times and inventory polices like safety stock. Purchase Order Manager - Receipt Consolidation: Consolidate receipts to generate purchase orders, while accounting for minimum order quantities, different freight methods and other supply chain considerations. - MOQ: Ensure minimums are met by pulling forward receipts ensures cost saving from vendors can be maximized. - Purchase Order Management: Manage and approve purchase orders to project the impact on inventory, before final approval is provided to the vendor. Reporting - Snapshots: Slice and dice and roll-up assortment by time, product attributes and location attributes to provide a holistic view of the assortment over time. - Advanced Analysis: Track changes on the assortment over time to understand the evolution of the assortment from pre-season to in-season. - Scenario Playing: Seamlessly create different scenarios and compare them to assess the financial implications of each. Allocation - Accurate Store Level Demand Forecasts: Leverage AI / ML and statistical forecasting to anticipate demand SKU x Location level demand that incorporates new product launches, promotions and many other inputs. - Intelligent Transfer Order Suggestions: Generate transfer orders based on safety stock targets, replenishment frequency and presentation constraints. - Optimize Inventory Deployment: Our SKU rationing logic ensures that we optimize the placement of your inventory down to the last unit to maximize your sales and inventory turn. - End to End Planning: Plan inventory based on forecasted demand by location with the integration to the item planning module. - Turn-key Integrations: Save time and avoid costly errors by automating transfer order creation in your ERP directly from Toolio. - Store Manager View: Give visibility to your store managers so that they understand when they should expect replenishment by style. - Automated Store Clusters: Automatically create store clusters by product performance to drive initial allocation. - Store Capacity Constraints: Manage and respect store level capacity constraints to ensure each store receives what it can carry. - Minimum Display Quantities: Set minimum display quantities to ensure desired product presentation by store. **Average Rating:** 4.8/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Toolio?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10) - **Inventory collaboration:** 9.2/10 (Category avg: 8.6/10) - **Forecast collaboration:** 9.2/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Toolio?** - **Seller:** [Toolio](https://www.g2.com/sellers/toolio) - **Year Founded:** 2019 - **HQ Location:** Brooklyn, US - **LinkedIn® Page:** https://www.linkedin.com/company/toolio-retail (86 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 60% Small-Business, 40% Mid-Market #### What Are Toolio's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Merchandising (3 reviews) - Insights (2 reviews) - Product Insights (2 reviews) - Analytics (1 reviews) **Cons:** - Difficult Learning (1 reviews) ### What Do G2 Reviewers Say About Toolio? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Toolio, finding it efficient for managing stock and organizing displays. - Users appreciate the **efficiency and organization** Toolio brings to product displays and promotional scheduling. - Users value the **real-time insights and dashboards** from Toolio, aiding in informed decision-making and workflow automation. - Users value the **real-time insights** provided by Toolio, enhancing decision-making and workflow automation. - Users value Toolio's **informative analytics** , which contribute to effective marketing strategies and streamlined product organization. **Cons:** - Users find that there is a **difficult learning curve** for Toolio, but it becomes beneficial once mastered. #### What Are Recent G2 Reviews of Toolio? **"[Excellent support improves promotion and increases the chances of success](https://www.g2.com/survey_responses/toolio-review-10528743)"** **Rating:** 5.0/5.0 stars *— Tanya L.* [Read full review](https://www.g2.com/survey_responses/toolio-review-10528743) --- **"[Great app to have all the information](https://www.g2.com/survey_responses/toolio-review-10416961)"** **Rating:** 5.0/5.0 stars *— José Antonio G.* [Read full review](https://www.g2.com/survey_responses/toolio-review-10416961) --- ### 24. [Atomli](https://www.g2.com/products/atomli/reviews) Atomli absorbs data from many different sources and automatically identifies which factors are important. Its platform assesses demand at the maximum level of granularity (eg at the SKU/store level), increasing accuracy and reliability. **Average Rating:** 4.5/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Atomli?** - **Inventory collaboration:** 5.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 6.7/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 5.8/10 (Category avg: 8.5/10) **Who Is the Company Behind Atomli?** - **Seller:** [Atomli](https://www.g2.com/sellers/atomli) - **Year Founded:** 2015 - **HQ Location:** N/A - **Twitter:** @Atomli_USA (799 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7947821 (2 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of Atomli? **"[Best Software to analyse sales volume of product for manufacturer](https://www.g2.com/survey_responses/atomli-review-5228060)"** **Rating:** 5.0/5.0 stars *— Ashwini J.* [Read full review](https://www.g2.com/survey_responses/atomli-review-5228060) --- **"[My Atomli Experience](https://www.g2.com/survey_responses/atomli-review-7079305)"** **Rating:** 4.5/5.0 stars *— Verified User in Research* [Read full review](https://www.g2.com/survey_responses/atomli-review-7079305) --- #### What Are G2 Users Discussing About Atomli? - [What is Atomli used for?](https://www.g2.com/discussions/what-is-atomli-used-for) ### 25. [CyberPlan](https://www.g2.com/products/cyberplan/reviews) CyberPlan is the software that has enabled manufacturing companies to create optimized production plans for more than 30 years. It does this by anticipating unforeseen events, visualizing the causes of problems and simulating alternative scenarios to achieve business goals without wasting time and resources. The comprehensive and adaptable suite includes the APS, Demand Planning and S&OP modules, and the innovative Demand Driven methodology, all of which can be integrated with each other. In this way CyberPlan covers all processes to manage the entire production process, from sales forecasting, to simulative analysis of alternative scenarios, to finite capacity planning and detailed scheduling. The software's speed and usability are ensured by advanced algorithms, code that makes it adaptable, RAM databases with high computational capacity, and an easy and intuitive graphical interface. CyberPlan makes it possible to simplify complex decisions, give visibility into alternative future scenarios, lighten the work of planners, and use real, objective, up-to-date data. The end result is the best possible production plan that optimizes the needs of customers, the company and its suppliers to increase service levels and reduce production costs. CyberPlan integrates with all major ERPs-such as SAP, Oracle, Microsoft, Infor, Ad Hoc Infinity, JDE, Sage, Oracle, Panthera-providing complete supply chain control. CyberPlan has been recognized by Gartner among the Notable Vendors in the Magic Quadrant for Supply Chain Planning Solutions. **Average Rating:** 4.3/5.0 **Total Reviews:** 16 **How Do G2 Users Rate CyberPlan?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.8/10) - **Inventory collaboration:** 10.0/10 (Category avg: 8.6/10) - **Forecast collaboration:** 10.0/10 (Category avg: 8.5/10) - **Comprehensive Planning:** 10.0/10 (Category avg: 8.5/10) **Who Is the Company Behind CyberPlan?** - **Seller:** [Cybertec](https://www.g2.com/sellers/cybertec) - **Year Founded:** 1991 - **HQ Location:** Trieste, Friuli-Venezia Giulia - **LinkedIn® Page:** https://www.linkedin.com/company/51364 (148 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 44% Mid-Market, 31% Small-Business #### What Are Recent G2 Reviews of CyberPlan? **"[Brilliant APS and SCM](https://www.g2.com/survey_responses/cyberplan-review-7387213)"** **Rating:** 4.5/5.0 stars *— Nirav D.* [Read full review](https://www.g2.com/survey_responses/cyberplan-review-7387213) --- **"[Great planing tool](https://www.g2.com/survey_responses/cyberplan-review-7353656)"** **Rating:** 4.5/5.0 stars *— Nandini M.* [Read full review](https://www.g2.com/survey_responses/cyberplan-review-7353656) --- #### What Are G2 Users Discussing About CyberPlan? - [What is CyberPlan used for?](https://www.g2.com/discussions/what-is-cyberplan-used-for) ## What Is Demand Planning Software? [Supply Chain & Logistics Software](https://www.g2.com/categories/supply-chain-logistics) ## What Software Categories Are Similar to Demand Planning Software? - [Inventory Control Software](https://www.g2.com/categories/inventory-control-software) - [Supply Chain Planning Software](https://www.g2.com/categories/supply-chain-planning) - [Sales & Ops Planning Software](https://www.g2.com/categories/sales-ops-planning) --- ## How Do You Choose the Right Demand Planning Software? ### What You Should Know About Demand Planning Software ### What is Demand Planning Software? Demand planning software (also known as demand forecasting software) automates the process of predicting consumer demand to optimize inventory levels. Demand forecasting entails analyzing buying behavior, seasonal patterns, and consumer trends to determine appropriate levels of stock. The ultimate goal is stock optimization—to not have too much or too little inventory.  Achieving optimal inventory is an important business task because overstocking can lead to dead stock (or unused and unsellable products), which creates unnecessary carrying costs and sales losses. On the opposite end of the spectrum, a shortage of products can result in consumer frustration over sellouts and unavailable products. Demand planning software successfully resolves these issues using analytical tools and collecting point of sale (POS) data to anticipate the necessary size of future reserves. Forecasting metrics can thus inform supply chain management, inventory control, and sales and operations (S&Op) strategy.  ### What are the Common Features of Demand Planning Software? Demand planning software solutions carry out the tasks involved in planning future inventory levels. Thus, all features of this software will in some way automate the process. **Product portfolio management:** Demand forecasting software must oversee the product lifecycle, from launch to end-of-life planning. Many products in a business’ portfolio are interdependent, so studying lifecycles in the context of an entire product mix is crucial. Understanding the portfolio mix, in turn, helps understand how demand for similar products affects the demand for another item.  **Statistical forecasting:** Using historical data to create predictive models is a central feature of demand forecasting software. These algorithms are developed in a meticulous statistical process of evaluating outliers, exclusions, and assumptions. Linear regression is often used to accomplish this, and it entails taking previous demand levels, plotting them on a graph, and creating a “line of best fit” to help predict where demand will be in the future. **Demand sensing:** Incorporating seasonal patterns and current events in the projection of consumer demand is also part of demand planning software. Current events could include disruptions to the supply chain due to weather, infectious diseases, government regulations, and historical trends. Artificial intelligence (AI) and machine learning help accomplish this through inputting inflowing, real-time data into computer algorithms. **Trade promotion management:** Trade and marketing promotions naturally spark consumer interest and demand. Supply planning accounts for the likely increase in demand due to limited-time marketing initiatives, promotional tools, and pricing changes. Demand planning software will incorporate these into its statistical models. **AI and machine learning:** The difference between pen-and-paper supply chain planning that internal teams conduct and demand forecasting software is the presence of AI and machine learning to develop algorithms and statistical models. A core feature of this software is the ability of a computer to continuously incorporate real-time data and develop insights for effective supply chain strategies.  **Metrics:** The final stage of demand planning is assessing results to determine the accuracy and effectiveness of the project, often quantified as key performance indicators (KPIs). Demand planning tools help businesses track the attainment of KPIs throughout and after the forecasting process. Some key metrics include forecast accuracy, inventory turns, fill rates, costs of goods sold, and order fulfillment lead times. ### What are the Benefits of Demand Planning Software? Demand forecasting software effectively automates the process of inventory management to react to changes in consumer demand. What once was an imperfect human process can now be accomplished through computer algorithms and AI. This entails the following benefits: **Improved forecast accuracy:** The most crucial aspect of demand planning is the accuracy of the forecast. Finetuned reporting means more insight into anticipated company revenue. In addition, this software can use the preciseness of a current project to improve future projects. For example, if the algorithm is repeatedly underestimating or overestimating demand, it can recalibrate until it more closely matches future consumer demand. **Effective inventory levels:** Achieving the perfect balance between overstocking and understocking is the end goal of demand planning. With proper forecasting of stock demand, a business can ensure warehouses and brick-and-mortar stores have enough stock to prevent sellouts, but not too much that products pile up and become unsellable. Effective replenishment of stock, thus, leads to greater revenue.  **Efficient production scheduling:** When changes in customer demand are expected, businesses can better anticipate production scheduling, warehousing, and shipping. This is crucial because more streamlined warehousing leads to greater profits. **Optimized labor scheduling:** Labor is one of the most expensive costs associated with manufacturing, and planning systems help optimize this through allocating labor appropriately based on expected fluctuations in production. For example, more workers can be scheduled if a busy season is expected. On the other hand, a projection of shrinking demand would lead to fewer scheduled workers to prevent overpaying for labor. In addition, expectations on the timing of completion of projects can be set for employees to work toward when demand planning predicts a change in consumer demand. **Effective product launching:** For a new product to be successfully launched, its predicted demand must also be calculated. Demand forecasting solutions accelerate the idea-to-commercialization cycle by connecting high-level ideation with feasibility models and scenario-based profitability modeling. ### Who Uses Demand Planning Software? Multiple people are involved in the supply chain forecasting process. All of these professionals will come in touch with the functionalities of demand planning software. **Demand planners:** People who are trained in advanced statistical analysis and responsible for the punching of hard numbers are called demand planners. These professionals will work most closely with demand planning software, and they are responsible for logistics optimization. Demand planners are the ones who can speak the language of computers and know how to manipulate data to produce compelling insights in supply chain decisions.  **Sales and marketing:** Promotional events help drive consumer demand, so people involved in sales and marketing will be looped in during the production planning process to ensure future environmental variables help inform the statistical analysis. **Buyers or supply chain managers:** People involved in the purchasing process and management of the supply chain will need to be comfortable using demand planning software. When a restriction in market activity is expected, buyers can ensure fewer raw materials are purchased. On the contrary, when the market is expected to expand, buyers ensure enough tools and materials are available for replenishment and warehousing. **Product managers:** Executives who are responsible for the management of product suites and high-level business strategy can speak fluently about the product mix and items of interest. They assist in the demand planning process by acting as a subject matter expert on brand strategy, lead times for components, and production times.  #### Software Related to Demand Planning Software Demand planning software is but one facet of the logistics and supply chain industry, it is related to other software solutions that optimize the comprehensive process of selling, procurement, replenishment, and inventory management. [Enterprise resource planning (ERP) systems:](https://www.g2.com/categories/erp-systems) ERP systems integrate all aspects of a production-based or distribution business, and they contain financial management, HR, supply chain management, and manufacturing and distribution. ERPs are perhaps most crucial to demand planning software because they provide the data that will be used to develop the forecast. [Supply chain planning software:](https://www.g2.com/categories/supply-chain-planning) This software helps plan and organize various aspects of the supply chain. It accomplishes this through detecting issues in the supply chain and predicting supply and demand from consumers. Thus, the predictive features that accompany this software can be used directly with demand planning software. [Inventory control software](https://www.g2.com/categories/inventory-control) **:** Software that assists in the maintenance of proper inventory levels is vital in the functioning of demand planning. This software often uses barcodes and radio-frequency identification when working with stock keeping units (SKUs). Thus, inventory control systems that trigger restocks or prevent overaccumulation of goods will improve the process of responding to consumer demand.  ### Challenges with Demand Planning Software Although demand planning software (and the demand planning process, in general) has the potential to significantly improve a business’ supply chain strategy, it is not without potential downsides and complications. **Complex and theoretical:** Some businesses, especially small businesses, believe demand planning software overcomplicate supply chain management. They may not have the manpower to accomplish the daunting process, and the abstract nature of demand planning may not seem worth it. **Cost:** The demand planning process can be very expensive, as it is the result of statisticians, warehousing, product managers, finance, and IT professionals who collaborate. Some companies simply may not have the financial resources to accomplish this. ### How to Buy Demand Planning Software #### Requirements Gathering (RFI/RFP) for Demand Planning Software The first step in selecting the appropriate software for a company is to accrue a list of requirements that the software must satisfy. Buyers must begin with a long list of requirements that has more broad criteria, and then narrow down to a short list that has more urgent and industry-specific criteria. #### Compare Demand Planning Software Products **Create a long list** Buyers can begin creating a long list by mapping out a business’ demand stream and demand drivers, and display the input and output, as well as any technology that is already in use for the demand planning process. The availability of the following features should be considered when creating the list: - Available languages and global support - Ease of integration - Multiple calendar support, such as finance and production **Create a short list** Finally, to create the short list, buyers may consider the statistical analyses the business currently relies on to forecast demand, and then choose which software best fits the existing processes. - Full suite of statistical forecasting methods (i.e., ARIMAX, econometric, cluster analysis) - Forecast generation using hierarchies, event or pricing models, and what-if scenarios - Error measurement protocol - Data visualization tools - POS data capabilities **Conduct demos** Next, it is crucial to schedule product demonstrations with vendors of interest. Buyers should ask them to show the process of data input, statistical tests conducted, and visualization of data. #### Selection of Demand Planning Software **Choose a selection team** A selection team must be formed of various professionals throughout the business to ensure the winning software meets various criteria across organizational needs. These stakeholders include project managers, product managers, IT, and functional end users of the product. **Negotiation** Vendors will bring their strongest salespeople to the negotiating table, so one should be prepared to advocate for their business interests and needs.  **Final decision** The final decision will balance nice-to-haves with must-haves. The ultimate decision on which software to purchase should be a collaborative process with full team buy-in. Purchasing demand planning software is a major financial and human capital investment; as such, the whole planning team should approve. ### What Does Demand Planning Software Cost? Demand planning software tools are expensive, ranging anywhere from $5,000 to $30,000 per user. The number of bells and whistles and advanced features will determine the final price tag. More generally, this software costs about $5,000 to $6,000 for every $100,000 of revenue. However, a company with the resources to afford may find it to be a worthwhile investment due to  indirect cost savings and return on investment (ROI) for more effective supply chain management. #### Return on Investment (ROI) ROI is the time it takes for the cost incurred by an investment to be negated through increases in profitability and efficiency. Demand planning is a long, complicated, and expensive process, so it may take a while to reach ROI. According to G2 data as of September 16, 2021, businesses achieved ROI in the following intervals with demand planning software: - 18.6% accomplished ROI in less than six months - 37.2% accomplished ROI between seven and 12 months - 20.9% accomplished ROI between 13 and 24 months - 4.7% accomplished ROI between 24 and 36 months - 4.7% accomplished ROI between 37 and 48 months - 9.3% accomplished ROI after 48 months - 4.7% never accomplished ROI  ### Demand Planning Software Trends **Point of sale (POS) data** An important trend in the demand planning software market is the integration of real-time POS data into the forecasting process. This means that when an item is scanned at checkout, the data is automatically integrated into algorithms and data sets. **Internet of things (IoT) devices** IoT devices improve demand planning by providing real-time updates on the status of raw materials in the production process and the movement of inventory. It can also monitor sales as they happen, allowing the distributors to quickly replenish items that are selling faster than the model predicted.