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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

AUG 2025: 1NOV 2025: 1JAN 2026: 2FEB 2026: 1MAR 2026: 1APR 2026: 3AUG 2026: 8SEP 2026: 8OCT 2026: 3
AUG 2025OCT 2026

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 · 1 ai-built · 3 hand-coded · 16 unlabelled

Operator · 13 hobby · 1 commercial · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01AI_Agent-Inventory-Management-system2★12 days—hobbyInventory intelligence platform that forecasts demand and automates replenishment for quick-commerce dark stores and retail warehouses.
  2. 02Retail-Sense-AI0★19 days—hobbyRetail analytics platform for multi-branch businesses that forecasts demand, sets prices, and flags inventory risks with AI insights.
  3. 03internship_project0★6 days—AI-powered retail analytics platform that segments customers, predicts sales, and provides business insights to retailers.
  4. 04trackiq-amazon-restock-priority0★23 days—commercialAI tool that ranks Amazon restock shipments by revenue at risk and calculates stockout dates, order timing, and shipment quantities for sellers.
  5. 05ai-sales-dashboard0★5 days—hand-codedAnalytics dashboard for retail store managers that correlates AI sales-assistant usage with revenue across employees and stores.
  6. 06retailiq-promotion-analyzer0★6 days—hobbyAI analyst that evaluates retail promotion performance from sales data and answers questions about campaign KPIs.
  7. 07StockPulse0★22 days—hand-codedhobbySelf-hosted inventory analytics platform that turns stock and sales data into dashboards, forecasts, reorder targets, and transfer recommendations.
  8. 08mimoskorea-saas0★20 daysliveAn omnichannel retail management panel that unifies catalog, sales, marketing, finance, and logistics with an AI assistant.
  9. 09Food-Product-Demand-Forecasting0★1 mo—hobbyDemand forecasting dashboard that predicts food product demand from uploaded historical data using smoothing and moving average models.
  10. 10Ahonix0★26 days—AI analytics platform that connects sales, profit, inventory, and marketing data, identifies issues and growth opportunities, and recommends actions with projected financial impact.
  11. 11retail-python-automated-dashboard0★27 days—hobbyAnalytics dashboard for retail brands that forecasts demand, analyzes marketing mix, and evaluates pricing and promotions with AI-generated insights.
  12. 12Invenza0★1 mo—Platform that forecasts retail demand, assesses inventory stockout risk, and recommends replenishment orders through a conversational AI agent console.
  13. 13ShelfIQ0★2 molivehobbyAI-powered retail shelf intelligence platform that analyzes shelf photos to validate product observations, detect compliance issues, and plan field routes for store representatives.
  14. 14business-management-console0★5 moliveai-builthobbyRetail management platform tracking sales, inventory, purchases, expenses, and profitability with a business intelligence dashboard.
  15. 15Nexabiz-Ai-Sales-Forecaster-0★1 molivehand-codedhobbyRetail management and point-of-sale dashboard with AI-powered sales forecasting for enterprise operations.
  16. 16fyller1★5 mo—hobbyWeb application that forecasts product demand and automates inventory restocking for businesses using AI predictive analytics.
  17. 17sales-intelligence-dashboard1★3 moliveProvides AI-driven sales analytics, forecasting, and business insights in a dashboard application for small businesses.
  18. 18retail-insight-hub0★5 mo—hobbyRetail analytics dashboard that combines sales, inventory, and customer data for forecasting, segmentation, basket analysis, and real-time alerts with AI-assisted insights.
  19. 19abastecimento-app1★1 yrabandoned—hobbyApp that uses AI to validate beverage stock levels and manage restocking for supply and retail operations.
  20. 20Smart_Demand_Forecasting_System0★6 mo—hobbyAI-powered demand forecasting and inventory management system that predicts retail product demand, calculates optimal stock levels, and flags stockout risks.

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.