Released2025-10-05

Real-Time Inventory Intelligence

AI-driven stock management with demand prediction.

Go beyond simple stock counts. Our inventory intelligence system uses AI to predict demand, optimize reorder points, prevent stockouts, and distribute inventory across warehouses and channels for maximum availability.

-67%

Stockout Reduction

-42%

Overstock Reduction

91%

Forecast Accuracy

-23%

Inventory Carrying Cost

Key Innovations

Demand Forecasting

ML models analyze historical sales, seasonality, trends, and external factors to predict demand 30-90 days ahead.

Dynamic Reorder Points

Reorder levels adjust automatically based on current demand velocity, lead times, and safety stock requirements.

Multi-Warehouse Balancing

Suggests inter-warehouse transfers to optimize stock distribution based on regional demand patterns.

Channel-Aware Allocation

Reserves inventory per sales channel to prevent overselling while maximizing availability.

Technical Details

Prophet + LightGBM ensemble for demand forecasting
Real-time stock level computation across all connected channels
Integration with Odoo inventory, sales, and purchase modules
Automated purchase order generation when stock hits reorder points
Multi-currency and multi-UoM support
Weekly model retraining with automatic hyperparameter tuning

Frequently Asked Questions

How much historical data is needed?

The system works with as little as 3 months of sales data. Forecast accuracy improves significantly with 12+ months of history. For new products without history, we use category-level demand patterns.

Does it work with multi-warehouse setups?

Yes. The system tracks stock levels per warehouse and per channel, suggesting transfers and rebalancing automatically based on regional demand patterns.

Interested in This Technology?

Get in touch to learn how this research translates into production-ready solutions for your business.