Slide 1 of 5
RInC Data
Data Science & Predictive AI

Machine Learning for
Inventory Management & Forecasting

Predict exact stockout dates up to 120 days in advance and receive automated reorder alerts so you never lose sales or damage ad rankings on marketplaces.

15D to 120D Windows
Listing Protection
Hybrid LightGBM AI
The Danger of Stockouts

The Hidden Cost of Running Out of Stock

Running out of product paralyzes sales and destroys hard-earned listing rank on marketplaces.

Loss of Organic Rank

On marketplaces like Mercado Livre and Shopee, pausing a bestseller listing drops your organic search ranking instantly.

Immobilized Capital

Buying without forecasting ties up cash flow in slow-moving inventory while top sellers run out of stock.

Supplier Lead Time Delays

Placing reorders too late without factoring in manufacturer production and shipping lead times.

The RInC Data Intelligence

Hybrid Machine Learning Forecasting Engine

We combine Survival Analysis and Multi-Window LightGBM to estimate exact product stockout risks.

Multi-Window Forecasting

Predictive modeling across 15D, 30D, 60D, 90D, and 120D windows to anticipate purchase orders before demand spikes.

Supplier Reorder Alerts

Smart notifications triggered on the exact day purchase orders must be dispatched to manufacturers.

Replenishment Flexibility

Customizable flexibility tailored to your fulfillment method (physical stock, dropshipping, or make-to-order).

Financial Impact

Optimized Cash Flow & Zero Paused Listings

Active prevention that translates directly into business bottom-line growth.

Operational Wins

  • Exact stockout prevention across high-volume bestseller SKUs.
  • Protection of top search rankings on Mercado Livre and Shopee.
  • Assertive purchasing without overstocking slow movers.
  • Advance volume and terms negotiation with suppliers.

Proven Efficiency

Companies using our Predictive AI register an average reduction of up to 60% in financial losses caused by stockout events during peak sales periods.

Next Steps

Ready to Forecast Stockouts for Your Business?

Schedule a meeting with our data scientists to simulate predictive machine learning on your product catalog.

Schedule a Free Data Audit