Take the guesswork out of inventory.
MLmargin combines demand forecasting, replenishment recommendations, and price optimization in a single tool — so you can hold less stock, run out less often, and price with confidence.
One tool. The whole inventory loop.
Forecast demand, place the right order, price for the margin you want. Each piece works on its own — together they replace the spreadsheet.
Demand forecasting
Machine learning models trained on your sales data predict daily, weekly, or monthly demand for every SKU.
Replenishment recommendations
Combine forecasts with lead times, holding cost, and margin to land on the right reorder quantity, every time.
Price optimization
Match price to elasticity, margin, and macro signals — protect margin without guessing where the ceiling is.
REST API & integrations
A clean REST API plus a native Shopify app. Pipe data in, pull recommendations out — no spreadsheets in the loop.
See demand for every SKU, weeks ahead.
Daily, weekly, or monthly horizons. Confidence bands, not point estimates — so you know which forecasts to lean on and which to question.
Order the right quantity, every time.
Each line gets a recommended quantity that balances stock-out risk, holding cost, and lead time. Approve the line or override — the model learns from both.
Get started in minutes, not months.
Connect your Shopify store or upload sales history as CSV. The model is ready as soon as your data lands.
Supply chain & ML, in one room.
MLmargin is built by KG Intelligence — a small team of supply-chain operators and machine-learning engineers who got tired of seeing forecasting tools that needed a data scientist to operate. We’re building one that doesn’t.
Get early access.
We’re onboarding a small group of merchants ahead of public launch. Tell us about your business and we’ll be in touch.