CLUSTER DEMAND-FORECASTS-INVENTORY · 28 ENTRIES · EARLIEST ENTRY 2025-11-30
AI inventory demand forecasting
The cluster consists of 18 AI-driven inventory management and demand forecasting platforms spanning retail, wholesale, food banks, and supply chain operations. Dated entries appeared one per month in nine separate months from May 2025 to July 2026, showing a steady but sparse flow rather than any concentrated burst. Traction is extremely low overall; stock-pilot leads with a single star, while other dated members each show zero stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 5 ai-built · 3 unlabelled
Operator · 1 hobby · 4 commercial · 3 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 8 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 21stack-inventory-manager0★7 mostale—Multi-tenant inventory management platform with AI-driven demand forecasting, natural language queries, and real-time stock analytics for businesses.
- 22stockflow0★6 mostale—hobbySaaS platform that forecasts wholesaler demand and inventory needs by analyzing uploaded historical sales data with machine learning.
- 23baginvent-ai-forecast0★10 mostale—ai-builtAI tool that forecasts inventory needs for retailers based on historical sales and demand data.
- 24SmartCommerce | Built to Convert. Proven to Perform.0★unknownlivecommercialCloud commerce platform for retailers that uses inventory-aware technology to optimize purchase paths and provides analytics to measure demand and conversions.
- 25Oraculum0★unknownliveai-builtPredictive analytics dashboard that helps businesses forecast product demand across different scenarios to improve inventory and sales planning.
- 26Pacesetter — Wholesale Sales Intelligence System | Claxton Consulting0★unknownliveai-builtcommercialSales intelligence system that helps wholesale brands set goals and track performance in real time.
- 27Chotu AI Inventory0★unknownliveai-builtcommercialAI-powered inventory management for kirana stores that reduces waste and improves profitability through smarter purchasing decisions.
- 28Fliply — AI-Powered Sneaker Resale Tool & Flip Grade Engine0★unknownliveai-builtcommercialAI-powered tool that helps sneaker and clothing resellers calculate profit, get buy or hold verdicts, track inventory, and assess authenticity risk.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.