Governed AI for
retail and commerce.

Margin lives in decisions made thousands of times a day. ARPIA governs the AI that prices, forecasts, and replenishes, so speed never outruns control.

WHERE ARPIA APPLIES

Processes we govern in this sector.

Demand Forecasting

Forecast on a governed view of sales, stores, and external signals.

Pricing & Markdown

Price and mark down inside your rules, with lineage on every move.

Inventory & Replenishment

Replenish across locations with governed, auditable decisions.

PROOF

Cases in the making.

We are building production cases in this sector with our clients. Bring us the process that matters most and we will show you what a governed version looks like.

What would you run governed first?

Tell us the process that matters most in your operation. We will tell you honestly what a governed, production version requires.

Talk to an Expert See how the platform works