Best Demand Planning Software - Page 12

How Many Demand Planning Software Products Does G2 Track?

Total Products under this Category: 231

Category Stats (Sep 2026)

  • Average Rating: 4.45/5 (↑0.02 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Blue Yonder Supply Chain Planning (+1.83%) - Among all products in this category, Blue Yonder Supply Chain Planning recorded the largest rating increase compared to last month

Last updated: September 30, 2026

How Does G2 Rank Demand Planning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,000+ Authentic Reviews
  • 231+ 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

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)

Insite AI

A Category Strategy & Assortment Optimization solution you can trust. Our individualized, tailored-for-you AI platform empowers you to better understand and target your products and retail accounts–to any level of granularity. Build the optimal product range & mix. Understand, not just historical and current performance, but accurately look forward to project the expected performance of potential category range scenarios and strategies you plan to put forward.

Average Rating: 4.6/5.0

Total Reviews: 24

How Do G2 Users Rate Insite AI?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Insite AI?

  • Seller: Insite AI
  • Year Founded: 2018
  • HQ Location: Bentonville, Arkansas, United States
  • Twitter: @InsiteAI
    29 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    66 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 33% Small

What Are Recent G2 Reviews of Insite AI?

ItemSmart

ItemSmart AI-Powered Item Planning Software Achieve precise planning with ItemSmart. Plan at SKU, Department, Class, and Sub-Class levels. Optimize inventory flow and drive business outcomes with AI-driven insights.

Who Is the Company Behind ItemSmart?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

jahanVerse

jahanVerse is a cloud-based and AI-enabled twin platform that optimizes demand forecasting, pricing, promotion, and assortment planning for retailers and supply chain businesses. The platform creates a virtual model of physical systems and processes to mirror operations as well as predict, learn, and optimize decisions. Key capabilities include holistic process replication, scenario planning through risk-free simulations, and AI-driven optimization and forecasting. The platform brings together multiple models into one interface to provide complete visibility while leveraging AI to enhance decision-making.

Who Is the Company Behind jahanVerse?

Karolium

Karolium by UCBOS is a next-generation Zero Code platform that accelerates digital transformation across supply chains, manufacturing, and enterprise operations. Built on a powerful foundation of iPaaS (Integration Platform as a Service), aPaaS (Application Platform as a Service), and AIPaaS (AI Platform as a Service), Karolium empowers businesses to build, personalize, and extend intelligent precomposed solutions along with flexible infrastructure, complete data access, composable customization, and minimal cost of ownership. This flexibility forms the foundation for SCMPaaS, a suite of pre-composed, AI-powered supply chain solutions that accelerate transformation in supplier registration & collaboration, demand planning, lead time prediction, procurement, logistics, fulfillment, compliance, and more. Karolium is designed for enterprises that demand agility—whether they’re optimizing traditional manufacturing flows or enabling complex, same-day e-commerce fulfillment. It removes the rigidity of siloed systems by offering a codeless platform where prebuilt intelligence meets complete extensibility, enabling organizations to start fast with pre-composed value chain solutions and evolve at their own pace. By bridging IT innovation with business control, Karolium drives faster time-to-value, operational efficiency, and continuous adaptability—making it the platform of choice for enterprises ready to lead in a composable, AI-driven future.

Who Is the Company Behind Karolium?

  • Seller: UCBOS
  • Year Founded: 2020
  • HQ Location: Marietta, US
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Karolium?

What Are G2 Users Discussing About Karolium?

Kentro

Kentro: The Next-Generation ERP & 3PL for E-Commerce In an era where eCommerce operations demand agility and efficiency, Kentro emerges as the modern alternative to traditional ERP systems like NetSuite or SAP. As a cloud-based, multi-channel ERP and in house 3PL solution, Kentro is designed specifically for the eCommerce landscape, offering a suite of features that streamline operations, fulfillment, and logistics at a fraction of the cost and complexity. Why Choose Kentro? - Modern ERP & 3PL Solution: Built for the E-Commerce age, Kentro offers advanced capabilities for both inventory management and order fulfillment, outperforming old-school systems. - Cost-Effective: Experience the power of a high-end ERP system like NetSuite or SAP, with the added benefit of 3PL services, at a more accessible price point. - User-Friendly Interface: Navigate through your e-commerce operations with an interface that’s both easy to use and highly effective. - Real-Time Operation: Stay ahead with real-time inventory management, order fulfillment, and supply chain insights integrated with 3PL for seamless logistics. Key Features: - Built-in B2B Online Store: Seamless management of both customer and business sales. - Real-Time Inventory Management: Always know your stock levels and manage them efficiently with integrated 3PL. - Order Fulfillment & Routing: Smooth, automated order processing with integrated shipping and fulfillment. - 3PL Services: Streamlined fulfillment for DTC and B2B with same-day shipping and efficient warehouse management. - Drop-Ship Automations: Simplify your drop-shipping process. - Supply Chain Management: Gain complete control over your supply chain. - Product Catalog Management: Easily manage and update your product listings. - Multi-Channel Listing: Integrate and synchronize your sales across various platforms. - Workflow Automation: Customizable rules engine to automate your daily tasks. - Accounting Automation: Keep your financial data synchronized and updated. - Vendor/Supplier Dashboard: Dedicated portals for your business partners. - Communication Automation: Automated email and SMS notifications and alerts. - Refund Management: Streamline your refund processes. - Custom API Integration: Open Channel and Store APIs for bespoke integrations. Your E-Commerce Operations, Redefined Kentro is more than an ERP; it’s a strategic partner in your e-commerce journey, now with fully integrated 3PL services. With direct integrations to over 100 external tools and 5000+ zaps, Kentro bridges the gap between disparate processes, turning complex operations into streamlined workflows. Ready to transform your e-commerce operations? Discover the Kentro difference today!

Average Rating: 4.8/5.0

Total Reviews: 17

How Do G2 Users Rate Kentro?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Kentro?

  • Seller: Kentro
  • Year Founded: 2021
  • HQ Location: Sao Paulo, SP
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Consumer Goods, Health, Wellness and Fitness
  • Company Size: 76% Medium, 24% Small

What Do G2 Reviewers Say About Kentro?

AI-generated summary from verified user reviews

Pros
  • Users praise Kentro's responsive customer support, appreciating their quick answers and willingness to improve processes.
  • Users find Kentro’s ease of use exceptional, streamlining management tasks and enhancing overall business efficiency.
  • Users find Kentro to be affordable and cost-effective, significantly reducing expenses while enhancing business management efficiency.
  • Users highlight the automation capabilities of Kentro, streamlining reporting and saving significant time and resources.
  • Users find Kentro to be cost-effective, providing similar functionality to competitors at a significantly lower price.
Cons
  • Users express frustration with feature limitations due to the smaller size of Kentro, causing delays in implementation.
  • Users find that implementation issues arise due to the smaller company's slower feature rollout, leading to delays in usability.
  • Users face delays due to incomplete development, as certain features take time to be implemented by the smaller company.
  • Users note the limited features available, causing delays in necessary updates and enhancements from Kentro.
  • Users note the limited integration of Kentro, leading to longer waits for desired features to be implemented.

What Are Recent G2 Reviews of Kentro?

ketteQ

ketteQ powers adaptive supply chain planning with Quintus™, the only Free-Range AI™ for supply chain. Fully Governed. Powered by PolymatiQ™, Quintus reasons through real-world supply chain challenges, evaluates thousands of constrained scenarios simultaneously, and delivers optimal recommendations in seconds. Working with the systems organizations already have in place, ketteQ deploys in weeks without requiring a rip-and-replace approach. Supply chain leaders gain the intelligence to continuously learn, plan, orchestrate, and execute across demand, supply, inventory, production, and service parts planning, enabling faster decisions, lower risk, improved service, and greater resilience in an increasingly unpredictable world.

Who Is the Company Behind ketteQ?

  • Seller: KetteQ
  • Year Founded: 2018
  • HQ Location: Atlanta, US
  • Twitter: @kette_Q
    89 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    99 employees on LinkedIn®

Lambda Supply Chain Solutions

Lambda Supply Chain Solutions is a pioneering company specializing in AI-powered supply chain design and planning platforms. Founded in 2021, Lambda SCS focuses on optimizing, planning, and operating omnichannel supply chains to enhance operational efficiency and drive sustainable growth. Key Features and Functionality: - OptiFlow Platform: A cloud-native, AI-driven supply chain network design and optimization tool that enables professionals to make informed decisions. - Cloud-Native Flexibility: Offers a SaaS platform with pay-as-you-go pricing, zero maintenance costs, and automatic upgrades, eliminating IT bottlenecks. - Scalable Performance: Handles everything from simple models to SKU-level complexity with scalable cloud compute infrastructure. - E-commerce Compatibility: Allows for ingesting actual parcel rate contracts for simulating and optimizing e-commerce supply chain parcel flows. - Sustainability Integration: Integrates CO₂ reduction into supply chain strategies with sustainability optimization tools, aligning with ESG goals. - Seamless Collaboration: Provides permissions-based access, enabling cross-functional teamwork on a unified platform. - Intuitive Interface: Designed for users of all skill levels, making advanced modeling accessible without a steep learning curve. Primary Value and Solutions: Lambda SCS addresses the complexities of modern supply chains by providing tools that optimize network design, inventory allocation, and transportation logistics. By leveraging AI and data-driven strategies, the company helps businesses reduce last-mile logistics costs by 15-20%, improve service levels, and achieve sustainability objectives. Their solutions cater to industries such as consumer packaged goods, e-commerce, industrial manufacturing, retail, third-party logistics, and wholesale distribution.

Who Is the Company Behind Lambda Supply Chain Solutions?

Linear Squared

Linear Squared is a technology company specializing in artificial intelligence (AI and machine learning (ML solutions designed to enhance data-driven decision-making for businesses across various industries. Founded in 2015, the company offers a suite of SaaS-based analytics products that transform complex data into actionable insights, enabling organizations to optimize operations and improve efficiency. Key Features and Functionality: - FORECAST²: A scalable, multi-variant forecasting solution that allows users to build thousands of forecasting models within minutes, facilitating accurate demand planning and inventory management. - CAPACITY²: An AI-driven sewing planning assistant tailored for the apparel industry, optimizing production schedules and resource allocation to enhance manufacturing efficiency. - ARPU² and Retention²: Tools designed to analyze and predict customer behavior, aiding in revenue optimization and customer retention strategies. Primary Value and User Solutions: Linear Squared's products empower businesses to harness the power of AI and ML without requiring extensive technical expertise. By providing ready-to-use analytics solutions, the company addresses common challenges such as demand forecasting, production planning, and customer retention. This enables organizations to make informed, data-backed decisions, leading to improved operational efficiency, reduced costs, and enhanced customer satisfaction.

Who Is the Company Behind Linear Squared?

MarkSmart

MarkSmart empowers businesses with advanced, AI-driven clearance management tools to streamline workflows and maximize profitability. -Interactive Dashboards to Monitor Planned vs. Actual Sell-Through -AI/ML Models for Accurate Inventory Liquidation Forecasts -Scenario Simulation to Evaluate Multiple Clearance Strategies -Integrated Promotion and Clearance Planning for Seamless Execution -Rules-Based Clearance Planning for Optimized Execution -End-to-End Clearance Cost Analysis for Strategic Decisions

Who Is the Company Behind MarkSmart?

Mars Inventory Workstation

A proven, easy to use solution for optimizing inventory replenishment

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Mars Inventory Workstation?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mars Inventory Workstation?

What Are G2 Users Discussing About Mars Inventory Workstation?

Metreecs

Metreecs builds AI-powered solutions that help retailers, e-commerce players, and wholesalers optimize purchasing and replenishment decisions, reduce overstock, and increase sales through actionable insights. The platform combines demand forecasting, automated replenishment, and inventory allocation to limit stockouts and improve inventory performance. By leveraging data science and AI, Metreecs helps teams align purchasing volumes with actual demand across channels.

Who Is the Company Behind Metreecs?

  • Seller: Metreecs
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

MLmargin

Optimize your inventory. MLmargin is an AI powered software that takes the guesswork out of Supply Chain Management by providing demand forecasting and replenishment recommendation. By using MLmargin you will reduce stock-outs and over-stocks. It uses two models: 1st: Demand forecasting: Machine learning models will use your sales data to provide daily, weekly or monthly demand prediction for each SKU. 2nd: Purchasing optimization: Optimization models will combine the demand forecast, lead times, storage cost and sales price for a perfect replenishment decision. You will receive decision support for perfect order quantity for each item. You will reduce the inventory inefficiencies, deliver faster and increase the customer satisfaction.

Who Is the Company Behind MLmargin?

Daniel Rivera
DR
Researched and written by Daniel Rivera
Updated April 9, 2026