# Best Demand Planning Software - Page 5

## How Many Demand Planning Software Products Does G2 Track?

**Total Products under this Category:** 204

### Category Stats (Aug 2026)

- **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Logility Solutions (+0.53%) - Among all products in this category, Logility Solutions recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Demand Planning Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 3,700+ 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.

## 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=60549&focus%5B%5D=61979&focus%5B%5D=74134&focus%5B%5D=135574&focus%5B%5D=1214888)

Highlighted products: SAP Integrated Business Planning, IBM Planning Analytics, Netstock, StockIQ, Streamline, Blue Ridge Global, RELEX, and Oracle Fusion Cloud Demand Management.

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=stockiq&focus%5B%5D=gmdh-streamline&focus%5B%5D=blue-ridge-global&focus%5B%5D=relex-solutions-relex&focus%5B%5D=oracle-fusion-cloud-demand-management)

**Sponsored**

### Netstock

Supply and demand planning made smarter with AI. Netstock empowers small and medium-sized businesses to optimize inventory and demand planning across 67 countries, managing over $25 billion in inventory value. Our solutions transform how companies balance supply and demand, reducing inventory levels by 25% while improving fill rates by 15% and saving 70% of time on ordering and forecasting. Why businesses choose netstock - Flexible forecasting – Forecast by product, group, sales channel, and key customers - Smart inventory planning – Balance stock levels and reduce risk with smart AI tools that quickly deliver real results - AI functionality -Quickly interpret dashboards, reports or at SKU level to spot and resolve issues before they happen - Balance risk - Factor in supplier and forecast risk every 24 hours from the order level down to the SKU level - Over 60 ERP integrations – Purpose-built to automatically convert raw ERP data into predictive insights to drive confident decision-making - Quick ROI – Free up cash tied up in slow-moving inventory from day one - Enterprise-grade security – ISO 27001-certified so your data remains secure - Complete support – Personalized onboarding, 24/7 assistance, and ongoing education With a global footprint of 2,400+ customers and 20,000+ users, Netstock empowers customers with increased visibility, faster planning, and smarter inventory decisions—ensuring they’re always prepared for disruptions or market changes. As we continue to innovate our software, we remain the trusted advisor and go-to solution for SMBs in inventory management and demand planning - making sure our customers have the right stock, in the right place at the right time.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=134&secure%5Bchosen_at%5D=2026-08-08T17%3A55%3A53Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=65934&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%3F%2525252525252525252525252525252525252525252525252525252525252525253Fref%3D2wpo45%26page%3D5&secure%5Btoken%5D=a6dac7b60bcc67d0d6522d1bbb9ed88554860962dd065a19466422c91499daa8&secure%5Burl%5D=https%3A%2F%2Fwww.netstock.com%2Fpricing%2F&secure%5Burl_type%5D=paid_promos)

### [Icicle ERP](https://www.g2.com/products/icicle-erp/reviews)

The Icicle ERP system is the backbone of food companies worldwide. Our technology bridges the gap between the needs of your business and regulators, delivering an intelligent cloud-based system to manage the entire food production process – all in one place. We began from the belief that food safety should be simple, no matter the local regulations, types of products, or number of facilities. Through the feedback of our vibrant user community, Icicle ERP adapts to meet the unique and evolving needs of the food industry, providing a complete end-to-end solution that grows with your business.

**Average Rating:** 4.2/5.0

**Total Reviews:** 28

#### How Do G2 Users Rate Icicle ERP?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Icicle ERP?

- **Seller:** [Icicle Technologies](https://www.g2.com/sellers/icicle-technologies-b3b21362-e5b1-4fc0-9a34-808b5e0b8cdf)
- **Year Founded:** 2015
- **HQ Location:** Richmond, BC
- **Twitter:** @IcicleERP  
962 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cf992c19cb164341ffe36a9ddc79aa6a7ec9b523af421cc41ec523d27cee8ee1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ficicleerp%2F&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Food Production, Food & Beverages
- **Company Size:** 86% Small, 14% Medium

#### What Do G2 Reviewers Say About Icicle ERP?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **terrific onboarding experience** provided by Romina and Katherine, enhancing team integration and support.

##### Cons

- Users find the **customization difficulty** in Icicle ERP challenging, especially for non-technical teams during setup.
- Users often face **customization overload** , complicating the process for those without strong technical skills.
- Users face **difficult customization** challenges, especially those without strong technical skills, complicating the implementation process.
- Users find the **lack of customization** challenging, especially for teams without technical expertise, hindering their experience.
- Users find the **limited customization** options of Icicle ERP challenging, especially for non-technical teams trying to adapt.

#### What Are Recent G2 Reviews of Icicle ERP?

**["Great onboarding, very customizable, but software was a bit slow at times."](https://www.g2.com/survey_responses/icicle-erp-review-11024016)**

**Rating:** 4.0/5.0 stars

_— Ian L._

[Read full review](https://www.g2.com/survey_responses/icicle-erp-review-11024016)

**["First year review"](https://www.g2.com/survey_responses/icicle-erp-review-8455557)**

**Rating:** 4.5/5.0 stars

_— Tak Y._

[Read full review](https://www.g2.com/survey_responses/icicle-erp-review-8455557)

### [New Horizon Supply Chain Planning Suite](https://www.g2.com/products/new-horizon-supply-chain-planning-suite/reviews)

New Horizon Soft, LLC provides an end-to-end AI-powered supply chain planning suite that enables manufacturers, wholesalers, and retailers to improve forecast accuracy and service levels while reducing inventories and costs. Applications include Demand Planning, Supply Planning, Buyers Workbench, Production Planning, Replenishment Planning, Multi-Echelon Inventory Optimization, Sales and Operations Planning, and Strategic Planning.

**Average Rating:** 4.8/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate New Horizon Supply Chain Planning Suite?

- **Has the product been a good partner in doing business?:** 10.0/10 (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:** 5.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind New Horizon Supply Chain Planning Suite?

- **Seller:** [New Horizon Soft, LLC](https://www.g2.com/sellers/new-horizon-soft-llc)
- **Year Founded:** 2015
- **HQ Location:** Acton, MA USA
- **Twitter:** @newhorizonai  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45fc17744d3c9006d8113cc8bfa5dadd4dd918ff3b09b2dec1e8d9df9d26235c&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnew-horizion-soft-llc&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Medium, 33% Large

#### What Are Recent G2 Reviews of New Horizon Supply Chain Planning Suite?

**["New Horizon Supply Chain Planning Suite has delivered the solution we were looking for"](https://www.g2.com/survey_responses/new-horizon-supply-chain-planning-suite-review-9486655)**

**Rating:** 4.5/5.0 stars

_— Verified User in Food & Beverages_

[Read full review](https://www.g2.com/survey_responses/new-horizon-supply-chain-planning-suite-review-9486655)

**["Great solution for supply/demand planning needs"](https://www.g2.com/survey_responses/new-horizon-supply-chain-planning-suite-review-9787869)**

**Rating:** 5.0/5.0 stars

_— Jessica R._

[Read full review](https://www.g2.com/survey_responses/new-horizon-supply-chain-planning-suite-review-9787869)

### [Outperform](https://www.g2.com/products/outperform/reviews)

Optimize your supply chain and increase operating efficiency with Outperform Planning. Outperform Planning is an all-encompassing supply chain planning app. Realize gains in your supply chain with planning, forecasting, and real-time insights to power your decision-making. Plan: Ensure the balance between demand, supply, and inventory. Create a pathway through today's global marketplace. Forecast: Identify trends, determine their influence on the demand history, and predict influence on future sales. Improve: Realize gains in your supply chain by letting our application do the heavy lifting, surfacing smart insights in real-time.

**Average Rating:** 4.4/5.0

**Total Reviews:** 11

#### Who Is the Company Behind Outperform?

- **Seller:** [Outperform Planning](https://www.g2.com/sellers/outperform-planning)
- **Year Founded:** 1994
- **HQ Location:** Rotterdam, NL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24a08b4384f393e0630053ca3e7aef09e091619de7b8271a3f08fc2be336edbf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutperform-supply-chain-management-planning%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 45% Medium, 36% Small

#### What Are Recent G2 Reviews of Outperform?

**["Outperform has been a great solution for our business planning"](https://www.g2.com/survey_responses/outperform-review-6479253)**

**Rating:** 4.5/5.0 stars

_— Sylvia H._

[Read full review](https://www.g2.com/survey_responses/outperform-review-6479253)

**["Outform"](https://www.g2.com/survey_responses/outperform-review-5342910)**

**Rating:** 5.0/5.0 stars

_— Miranda G._

[Read full review](https://www.g2.com/survey_responses/outperform-review-5342910)

#### What Are G2 Users Discussing About Outperform?

- [What is Outperform used for?](https://www.g2.com/discussions/what-is-outperform-used-for)

### [Prediko Inventory Management](https://www.g2.com/products/prediko-inventory-management/reviews)

AI-powered inventory forecasting, planning & purchase order management that syncs with Shopify in real time. Automated inventory alerts & stock health indicators help you create data-driven purchase orders in seconds to avoid out of stock & overstock.

**Average Rating:** 4.8/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Prediko Inventory Management?

- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.8/10)
- **Inventory collaboration:** 0.0/10 (Category avg: 8.6/10)
- **Forecast collaboration:** 0.0/10 (Category avg: 8.5/10)
- **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Prediko Inventory Management?

- **Seller:** [Prediko](https://www.g2.com/sellers/prediko)
- **Year Founded:** 2021
- **HQ Location:** London
- **Twitter:** @goprediko  
120 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6507456568c8c3e6c5f486ddae37ed9f9dfc1bc490a2fc04e0397c7b591ce960&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprediko&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Prediko Inventory Management?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **strong integrations** of Prediko Inventory Management, enhancing their Shopify experience without complaints.
- Users appreciate the **strong integrations** of Prediko Inventory Management, finding it a robust tool for Shopify.

#### What Are Recent G2 Reviews of Prediko Inventory Management?

**["Effortless Inventory Management with AI Insights"](https://www.g2.com/survey_responses/prediko-inventory-management-review-12771746)**

**Rating:** 4.5/5.0 stars

_— Prahlad K._

[Read full review](https://www.g2.com/survey_responses/prediko-inventory-management-review-12771746)

**["Prediko is Cool"](https://www.g2.com/survey_responses/prediko-inventory-management-review-12534136)**

**Rating:** 5.0/5.0 stars

_— Milos R._

[Read full review](https://www.g2.com/survey_responses/prediko-inventory-management-review-12534136)

### [Print ePS Metrix Planning and Imposition Software](https://www.g2.com/products/print-eps-metrix-planning-and-imposition-software/reviews)

Print ePS Metrix is a powerful planning, layout, and imposition software that significantly improves efficiency and accuracy in commercial, packaging, and wide-format printing environments. Designed and purpose-built to meet the diverse needs of the print service providers (PSPs), Metrix intelligently optimizes layout planning, reduces waste, and accelerates job turnaround times, while remaining a cost-conscious option (available standalone and in integrated configurations). At its core, Metrix enables automated imposition, cost-driven layout optimization, and dynamic gang run planning. It calculates the most cost-effective way to arrange multiple print jobs on a single sheet or press form, balancing factors such as press capabilities and finishing requirements. Detailed reporting features also provide full transparency on material usage and job costing, making it an indispensable tool for print service providers seeking to improve operational insight and control. Designed to integrate seamlessly with leading print MIS systems (such as Print ePS Pace), Metrix fits

**Average Rating:** 4.7/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Print ePS Metrix Planning and Imposition Software?

- **Has the product been a good partner in doing business?:** 10.0/10 (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 Print ePS Metrix Planning and Imposition Software?

- **Seller:** [Print ePS](https://www.g2.com/sellers/print-eps)
- **Year Founded:** 1989
- **HQ Location:** Londonderry, US
- **Twitter:** @EFIPrint  
17,285 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=82ddd2c19a568669092aa9137be0a6dfd72358282a0a03bc50e28e95b7a42f0d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4303%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,696 employees on LinkedIn®
- **Ownership:** NASDAQ:EFII

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of Print ePS Metrix Planning and Imposition Software?

**["EFI planning- the best !"](https://www.g2.com/survey_responses/print-eps-metrix-planning-and-imposition-software-review-5338372)**

**Rating:** 5.0/5.0 stars

_— Verified User in Legal Services_

[Read full review](https://www.g2.com/survey_responses/print-eps-metrix-planning-and-imposition-software-review-5338372)

**["Good for imposition, but difficult to use"](https://www.g2.com/survey_responses/print-eps-metrix-planning-and-imposition-software-review-582056)**

**Rating:** 4.0/5.0 stars

_— Verified User in Printing_

[Read full review](https://www.g2.com/survey_responses/print-eps-metrix-planning-and-imposition-software-review-582056)

#### What Are G2 Users Discussing About Print ePS Metrix Planning and Imposition Software?

- [What is EFI Metrix Planning and Imposition Software used for?](https://www.g2.com/discussions/what-is-efi-metrix-planning-and-imposition-software-used-for)

### [Quantics Planning](https://www.g2.com/products/quantics-planning/reviews)

Quantics Planning is a SaaS forecasting solution which extends your existing business software by a smart and self-learning AI. The benefits are significantly more accurate demand and sales forecasts as well as a fully automated forecasting process which safes ressources and time. The smart AI adapts to your data, includes internal as well as external effects and helps you to react more dynamically to market changes. Offering an intuitive and flexible user interface which doesn't require any Data Science know-how, Quantics Planning is the perfect extension for all who are looking for a smarter way to predict the future.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Quantics Planning?

- **Has the product been a good partner in doing business?:** 8.3/10 (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)

#### Who Is the Company Behind Quantics Planning?

- **Seller:** [Quantics.io](https://www.g2.com/sellers/quantics-io)
- **Year Founded:** 2020
- **HQ Location:** Wien, AT
- **Twitter:** @Quantics\_io  
5 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=beabd65bded5a6e59c8a5cb69ac3e60223781f50b730923a98e6d38f337bb412&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fquantics-io%2F&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 25% Large

#### What Do G2 Reviewers Say About Quantics Planning?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **powerful real-time scenario modeling** of Quantics Planning, enhancing their ability to explore business outcomes instantly.
- Users value the **business growth potential** of Quantics Planning, boosting efficiency and confidence through real-time insights.
- Users value the **centralization** in Quantics Planning, enhancing team alignment and streamlining planning processes effectively.
- Users value the **collaboration features** of Quantics Planning, enabling seamless teamwork and aligned decision-making across teams.
- Users value the **excellent Customer Success support** of Quantics Planning, enhancing their overall experience and satisfaction.

##### Cons

- Users find **data integration limitations** frustrating due to unclear pricing and few third-party options, impacting centralization efforts.
- Users find the **lack of transparency in pricing** and limited integrations hinder effective use of Quantics Planning.
- Users find Quantics Planning to be **expensive** , with pricing not clear for small teams and limitations on integrations.
- Users find **integration issues** problematic, with limited third-party options affecting data centralization and overall functionality.
- Users find Quantics Planning's **lacking features** , such as poor integrations and limited flexibility, frustrating for their needs.

#### What Are Recent G2 Reviews of Quantics Planning?

**["Dynamic, Collaborative Planning with felxible options"](https://www.g2.com/survey_responses/quantics-planning-review-9949695)**

**Rating:** 4.0/5.0 stars

_— Amit S._

[Read full review](https://www.g2.com/survey_responses/quantics-planning-review-9949695)

**["Planning tool"](https://www.g2.com/survey_responses/quantics-planning-review-5345533)**

**Rating:** 4.5/5.0 stars

_— Komal K._

[Read full review](https://www.g2.com/survey_responses/quantics-planning-review-5345533)

#### What Are G2 Users Discussing About Quantics Planning?

- [What is Quantics Planning used for?](https://www.g2.com/discussions/what-is-quantics-planning-used-for)

### [SAS Collaborative Planning Workbench](https://www.g2.com/products/sas-collaborative-planning-workbench/reviews)

SAS® Collaborative Planning Workbench is a comprehensive forecasting platform designed to automate and enhance consensus planning within organizations. By integrating internal and external demand forecasts, it employs weighted statistical methods to generate accurate consensus plans. The platform facilitates what-if analyses, allowing users to adjust baseline forecasts and improve accuracy through a structured, data-driven process. This approach minimizes reliance on subjective judgment, leading to more reliable and efficient planning outcomes. Key Features and Functionality: - Collaborative Forecasting: Offers an interactive consensus planner with a graphical user interface, automatic weighted consensus forecast generation, and Forecast Value Added analysis reports with drill-down and roll-up capabilities. - Consensus Business Process Workflow: Provides configurable workflow and approval processes integrated with email, ensuring consistency across the enterprise. - Forecast Value Added Analysis: Captures forecasts at each step, from naïve forecasts to management-approved forecasts, enabling organizations to measure the effectiveness of each forecasting activity. - Integration with SAS Demand-Driven Planning and Optimization Suite: Seamlessly integrates with other SAS forecasting solutions, facilitating better collaboration and data movement across an integrated suite of supply chain forecasting and planning tools. Primary Value and Problem Solved: SAS Collaborative Planning Workbench addresses the challenges of achieving accurate and efficient consensus forecasting by automating the process and providing a structured, analytics-driven workflow. It consolidates diverse demand forecasts, applies advanced statistical techniques, and enables scenario analyses, leading to improved forecast accuracy and reduced reliance on subjective judgment. This results in better communication, faster planning, and more informed decision-making across the organization.

**Average Rating:** 3.2/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate SAS Collaborative Planning Workbench?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.8/10)
- **Inventory collaboration:** 6.7/10 (Category avg: 8.6/10)
- **Forecast collaboration:** 6.7/10 (Category avg: 8.5/10)
- **Comprehensive Planning:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind SAS Collaborative Planning 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64db42c044af5bbad79bd9677a620a6c31a8ff1abf4e7b2a6f1d6ed9561d105d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1491%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,638 employees on LinkedIn®
- **Phone:** 1-800-727-0025

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of SAS Collaborative Planning Workbench?

**["Best product for automated planning"](https://www.g2.com/survey_responses/sas-collaborative-planning-workbench-review-5231954)**

**Rating:** 4.5/5.0 stars

_— Durgesh p._

[Read full review](https://www.g2.com/survey_responses/sas-collaborative-planning-workbench-review-5231954)

#### What Are G2 Users Discussing About SAS Collaborative Planning Workbench?

- [What is SAS Collaborative Planning Workbench used for?](https://www.g2.com/discussions/what-is-sas-collaborative-planning-workbench-used-for)

### [sedApta Demand Management](https://www.g2.com/products/sedapta-demand-management/reviews)

Demand Management is the sedApta Suite component capable of ensuring the achievement of these important strategical advantages by supporting demand analysis and forecasting activities

**Average Rating:** 3.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate sedApta Demand Management?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10)
- **Inventory collaboration:** 8.3/10 (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 sedApta Demand Management?

- **Seller:** [sedApta](https://www.g2.com/sellers/sedapta)
- **Year Founded:** 2014
- **HQ Location:** Genoa, IT
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=213307d9d8da9ab62f81ee58e426f4748c32a5f6ddfa4069fe46e5d845ce7ad6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsedapta-group%2F&secure%5Burl_type%5D=linkedin_company_website)  
459 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Are Recent G2 Reviews of sedApta Demand Management?

**["Reviews and Feedback for sedApta"](https://www.g2.com/survey_responses/sedapta-demand-management-review-5442383)**

**Rating:** 4.0/5.0 stars

_— Verified User in Oil & Energy_

[Read full review](https://www.g2.com/survey_responses/sedapta-demand-management-review-5442383)

**["SedApta review"](https://www.g2.com/survey_responses/sedapta-demand-management-review-5296940)**

**Rating:** 4.0/5.0 stars

_— Verified User in Logistics and Supply Chain_

[Read full review](https://www.g2.com/survey_responses/sedapta-demand-management-review-5296940)

#### What Are G2 Users Discussing About sedApta Demand Management?

- [What is sedApta Demand Management used for?](https://www.g2.com/discussions/what-is-sedapta-demand-management-used-for)

### [SPS Commerce Revenue Recovery](https://www.g2.com/products/sps-commerce-revenue-recovery/reviews)

SPS Revenue Recovery is a powerful deduction management solution that helps suppliers identify revenue losses, recover invalid deductions, and prevent future fines — all in one place. SPS Revenue Recovery is trusted by leading retail suppliers like McCormick, Bayer, Crayola, Peet's Coffee, Hanes Brands, and more.

**Average Rating:** 4.6/5.0

**Total Reviews:** 150

#### How Do G2 Users Rate SPS Commerce Revenue Recovery?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.8/10)
- **Inventory collaboration:** 10.0/10 (Category avg: 8.6/10)
- **Forecast collaboration:** 9.2/10 (Category avg: 8.5/10)
- **Comprehensive Planning:** 9.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind SPS Commerce Revenue Recovery?

- **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce)
- **Company Website:** www.spscommerce.com
- **Year Founded:** 1987
- **HQ Location:** Minneapolis, MN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8db45f0fc0f0cd9b4e5687786906de81deaec4cb91f97631ca0089cd5a9ef5a6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F15345%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,271 employees on LinkedIn®
- **Ownership:** NASDAQ:SPSC

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Manufacturing
- **Company Size:** 51% Small, 42% Medium

#### What Do G2 Reviewers Say About SPS Commerce Revenue Recovery?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of SPS Commerce Revenue Recovery, streamlining workflows and simplifying monitoring tasks.
- Users appreciate the **prompt and professional customer support** of SPS Commerce Revenue Recovery, enhancing their overall experience.
- Users value the **efficiency** of SPS Commerce Revenue Recovery, streamlining their workflow and saving valuable time.
- Users value the **time-saving automation** of SPS Commerce Revenue Recovery, enhancing efficiency and reducing manual tasks.
- Users value the **automation and efficiency** of SPS Commerce Revenue Recovery, leading to strong dispute resolution results.

##### Cons

- Users feel that **improvement is needed** in user-friendliness and efficiency of some features in SPS Commerce.
- Users feel the need for more **missing features** in SPS Commerce Revenue Recovery, particularly with filtering and customization options.
- Users find the **difficult learning curve** initially challenging, which can hinder early adoption of the features.
- Users find the **pricing to be high** , making it less accessible despite the value it provides.
- Users find the **learning curve challenging at first** , though it becomes manageable as they gain familiarity with the system.

#### What Are Recent G2 Reviews of SPS Commerce Revenue Recovery?

**["Trusted Partner for Stronger Revenue Recovery and Chargebacks Insights"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12899277)**

**Rating:** 5.0/5.0 stars

_— Tanya H._

[Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12899277)

**["Streamlined Revenue Recovery with Clear Visibility and Centralized Deductions"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811)**

**Rating:** 5.0/5.0 stars

_— Jennifer V._

[Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811)

### [Absolute Value](https://www.g2.com/products/absolute-value/reviews)

Many companies are not seeing the bottom line results they’d like when it comes to managing their largest, most expensive asset - their inventory. Absolute Value's Demand Planning tool can absolutely help you improve your inventory position while helping you: • Improve your forecasting and replenishment capabilities • Manage inventory across multiple locations • Collaborate with customers and vendors • Identify surplus and excess inventory With Absolute Value’s Demand Planning system you can absolutely have the right inventory at the right place at the right time, increase customer service levels, and free up cash!

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Absolute Value?

- **Inventory collaboration:** 10.0/10 (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 Absolute Value?

- **Seller:** [Absolute Value](https://www.g2.com/sellers/absolute-value)
- **HQ Location:** Norcross, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d450b13ad66e18cf1df8e7e089e6de5feac58126b5ca36416b968e8305e6bca7&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1918269&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of Absolute Value?

**["The best"](https://www.g2.com/survey_responses/absolute-value-review-8384369)**

**Rating:** 5.0/5.0 stars

_— Gerardo D._

[Read full review](https://www.g2.com/survey_responses/absolute-value-review-8384369)

**[""An Amazing Asset Management Device""](https://www.g2.com/survey_responses/absolute-value-review-5340569)**

**Rating:** 4.5/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/absolute-value-review-5340569)

#### What Are G2 Users Discussing About Absolute Value?

- [What is Absolute Value used for?](https://www.g2.com/discussions/what-is-absolute-value-used-for)

### [Celes](https://www.g2.com/products/celes/reviews)

CELES is an AI-powered demand planning and replenishment software for enterprise retailers. Our platform connects ERP, WMS, and POS data to deliver accurate demand forecasts and transform them into automated purchase orders and optimized store replenishment. CELES helps retailers ensure product availability, reduce stockouts, cut excess inventory, and improve margins. By combining advanced retail forecasting with execution, CELES simplifies procurement and inventory planning while freeing up working capital and lowering operational costs. Retailers use CELES to align demand planning, replenishment, and supply chain execution—turning inventory management into a growth engine.

**Average Rating:** 4.9/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Celes?

- **Has the product been a good partner in doing business?:** 9.6/10 (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 Celes?

- **Seller:** [Celes Technologies](https://www.g2.com/sellers/celes-technologies)
- **Year Founded:** 2018
- **HQ Location:** Barranquilla, CO
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=91ab619ac73bb44b094c319877368dc305e32aa8c8819fc088eabc825bf5b209&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fceles-ai&secure%5Burl_type%5D=linkedin_company_website)  
36 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 17% Large

#### What Do G2 Reviewers Say About Celes?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **variety of features** in Celes that enhance inventory management and financial insights for better decisions.
- Users value the **data clarity** of Celes, enabling effective inventory management and informed financial decision-making.
- Users value the **demand forecasting** capability of Celes, enhancing inventory management and reducing overstock situations.
- Users appreciate the **ease of use** of Celes, finding it simple to implement while gaining powerful insights.
- Users find **efficiency** in Celes for managing inventory effectively while minimizing lost sales and overstock.

##### Cons

- Users are frustrated by the lack of **filtering options** , which limits control over accessible brands and sites.
- Users express frustration over the **inefficient tracking** that limits their management of brand and site access.
- Users find the **limited access control** frustrating, as it restricts management of brands and sites available to them.
- Users express frustration over the lack of **filter functionality** for managing brand or site access in Celes.

#### What Are Recent G2 Reviews of Celes?

**["REAL, AUTOMATIC, VALUABLE AND EFFICIENT INFORMATION IN TERMS OF OPTIMISATION."](https://www.g2.com/survey_responses/celes-review-9748384)**

**Rating:** 5.0/5.0 stars

_— Jostin A._

[Read full review](https://www.g2.com/survey_responses/celes-review-9748384)

**["Intuitive and Easy-to-Use Tool"](https://www.g2.com/survey_responses/celes-review-12035952)**

**Rating:** 5.0/5.0 stars

_— Laura Alejandra D._

[Read full review](https://www.g2.com/survey_responses/celes-review-12035952)

### [Crest AI](https://www.g2.com/products/crest-ai/reviews)

Crest is a SAAS based automated planning tool that enables businesses to effectively and efficiently plan their supply and demand, with the primary goal of eliminating out-of-stock and fulfilling every order, regardless of the uncertainties.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Crest AI?

- **Has the product been a good partner in doing business?:** 10.0/10 (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 Crest AI?

- **Seller:** [Crest AI](https://www.g2.com/sellers/crest-ai)
- **Year Founded:** 2022
- **HQ Location:** Bengaluru, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=478d64382c1191ed6e228bbb75be582891ac556fc1212b0bd1263ee76d34cdd7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fget-crest&secure%5Burl_type%5D=linkedin_company_website)  
65 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Do G2 Reviewers Say About Crest AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **easy integrations** of Crest AI, simplifying inventory management and enhancing workflow efficiency.
- Users love the **seamless integrations** of Crest AI, enhancing efficiency and simplifying inventory management tasks.
- Users love the **ease of inventory management** with Crest AI, saving time and simplifying complex data handling.
- Users value the **effortless inventory management** of Crest AI, significantly reducing their workload and enhancing efficiency.
- Users appreciate the **real-time monitoring** of Crest AI, simplifying inventory management and saving valuable time.

#### What Are Recent G2 Reviews of Crest AI?

**["It’s been a good journey with crest platform. But huge scope to leverage on it’s capabilities"](https://www.g2.com/survey_responses/crest-ai-review-10956493)**

**Rating:** 4.0/5.0 stars

_— Abhishek S._

[Read full review](https://www.g2.com/survey_responses/crest-ai-review-10956493)

**["How Crest AI Saved Me Hours Every Day & Made Inventory Management a Breeze!"](https://www.g2.com/survey_responses/crest-ai-review-10953028)**

**Rating:** 5.0/5.0 stars

_— Suryatheja G._

[Read full review](https://www.g2.com/survey_responses/crest-ai-review-10953028)

### [FutureMargin](https://www.g2.com/products/futuremargin/reviews)

FutureMargin is a cloud based demand planning software for modern e-commerce retailers. FutureMargin predicts expected product sales for e-commerce stores to optimize inventory stock levels. Retailers use FutureMargin to automate and simplify stock replenishment process, avoid stock-outs and detect over-stocks.

**Average Rating:** 5.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate FutureMargin?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind FutureMargin?

- **Seller:** [FutureMargin](https://www.g2.com/sellers/futuremargin)
- **HQ Location:** N/A
- **Twitter:** @FutureMargin  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of FutureMargin?

**["Very solid results from Day 3"](https://www.g2.com/survey_responses/futuremargin-review-1187369)**

**Rating:** 5.0/5.0 stars

_— Michal M._

[Read full review](https://www.g2.com/survey_responses/futuremargin-review-1187369)

**["Great tool!"](https://www.g2.com/survey_responses/futuremargin-review-1816179)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/futuremargin-review-1816179)

#### What Are G2 Users Discussing About FutureMargin?

- [What is FutureMargin used for?](https://www.g2.com/discussions/what-is-futuremargin-used-for)

### [GAINSystems](https://www.g2.com/products/gainsystems/reviews)

GAINS Performance Optimization Platform for supply chain design and planning delivers rapid results by unlocking working capital, reducing operational costs, and improving service. With GAINS, supply chain teams can make all the right decisions at speed and scale, right-size inventory, improve performance, and fulfill customer promises. Companies of all sizes across distribution, manufacturing, retail, and service parts trust our decision automation, backed by ML, AI, and GAINS (P3)SM methodology. To learn more about GAINS, follow us on LinkedIn or visit www.gainsystems.com.like Graybar, Honda Motors, Menards, Rockwell Automation, Stuller and Textron Aviation. GAINS® is a registered trademark and Move Forward FasterSM and Proven-Path-to-Performance (P3) SM are service marks of GAINSystems. Other products mentioned in this document are registered, trademarked or service marked by their respective owners.

**Average Rating:** 3.2/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate GAINSystems?

- **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 GAINSystems?

- **Seller:** [GAINSystems](https://www.g2.com/sellers/gainsystems)
- **Year Founded:** 1971
- **HQ Location:** Atlanta, Georgia, United States
- **Twitter:** @GAINSystemsInc  
181 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d1a91e42a3e56fce4dbd4b23d493cb858a6b47aefb955e1147c7dc46093a2600&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgainsystems%2F&secure%5Burl_type%5D=linkedin_company_website)  
159 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Medium

#### What Are Recent G2 Reviews of GAINSystems?

**["Best Tool for Supply Chain Optimisation"](https://www.g2.com/survey_responses/gainsystems-review-5235787)**

**Rating:** 4.0/5.0 stars

_— Sachin ._

[Read full review](https://www.g2.com/survey_responses/gainsystems-review-5235787)

**["Gains has been great partner. our relationship has grown over the past few year and their service."](https://www.g2.com/survey_responses/gainsystems-review-5184274)**

**Rating:** 4.5/5.0 stars

_— Moin K._

[Read full review](https://www.g2.com/survey_responses/gainsystems-review-5184274)

#### What Are G2 Users Discussing About GAINSystems?

- [What is the use of Gainsystems?](https://www.g2.com/discussions/what-is-the-use-of-gainsystems)
- [What is GAINS software?](https://www.g2.com/discussions/what-is-gains-software)
- [What does GAINSystems do?](https://www.g2.com/discussions/what-does-gainsystems-do)

### [Hakio](https://www.g2.com/products/hakio/reviews)

Hakio is an AI-powered demand forecasting and replenishment platform built exclusively for the fashion industry. It helps brands improve forecast accuracy, optimize availability, and reduce excess inventory by combining advanced AI models with the specific context of their business. Unlike generic solutions, Hakio is designed for the unique challenges of fashion, such as seasonal collections, NOOS (Never Out of Stock) programs, complex size curves, and demand fluctuations caused by campaigns, presales, and different sales channels. The platform integrates sales, inventory, and ERP data to deliver actionable suggestions that enable faster and more informed buying and replenishment decisions. With Hakio, fashion brands can increase forecast accuracy, improve product availability without overstocking, automate time-consuming manual processes, and gain a real-time overview of demand and inventory needs across collections and channels. Whether managing wholesale, e-commerce, or multi-channel retail, Hakio provides the clarity and control needed to plan purchases confidently, balance stock, and protect margins.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Hakio?

- **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 Hakio?

- **Seller:** [Hakio](https://www.g2.com/sellers/hakio)
- **Year Founded:** 2022
- **HQ Location:** Aarhus, DK
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec5c494292a8b45ecabfb14450ff61c5ed223672bbb65433d7727fe4f97206b9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhakio-aps&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Hakio?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **responsive customer support** of Hakio, appreciating quick and personal assistance that enhances their experience.
- Users appreciate the **user-friendly interface** of Hakio, enabling quick onboarding and efficient utilization of the platform.
- Users praise Hakio for its **efficiency** , with quick onboarding and valuable insights leading to better planning.
- Users value Hakio for its **high forecasting accuracy** , enhancing planning efficiency and providing clear insights into data.
- Users commend Hakio for its **user-friendly onboarding and excellent responsiveness** , enabling quick value gain and improved insights.

##### Cons

- Users experience **imperfect data exporting** from Hakio to Excel, which hampers their overall data management experience.
- Users find **limited customization options** hinder their experience and reduce operational flexibility with Hakio.
- Users face **technical issues** that can disrupt their experience and reduce operational flexibility with Hakio.

#### What Are Recent G2 Reviews of Hakio?

**["Perfect tool"](https://www.g2.com/survey_responses/hakio-review-10534189)**

**Rating:** 4.5/5.0 stars

_— Muhammad Asad I._

[Read full review](https://www.g2.com/survey_responses/hakio-review-10534189)

**["Efficient and user-friendly Forecasting System with outstanding Support"](https://www.g2.com/survey_responses/hakio-review-11661362)**

**Rating:** 5.0/5.0 stars

_— Mette J._

[Read full review](https://www.g2.com/survey_responses/hakio-review-11661362)

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- [Cross Border E-Commerce](/categories/cross-border-e-commerce)
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[Browse Demand Planning Themes](/categories/demand-planning/themes)

 ![Daniel Rivera](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel Rivera")
DR

Researched and written by [Daniel Rivera](https://research.g2.com/insights/author/daniel-rivera)

Updated April 9, 2026

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.

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