Offer Engine
In development
Offers proposed within guardrails, measured against a holdout.
Offer Engine is a rules-first system for creating and operating promotions without losing control of the rules behind them: daily offer proposals ready to approve, margin limits that cannot be crossed, and holdout tests so the business learns what an offer actually did.

Who it is for
Food-service groups and Indian online stores that run offers every week and want to know which ones paid.
What it does
- Daily offer proposals for approval.
- Margin and budget guardrails.
- Holdout groups and plain-language results.
- A single place where every running offer and its terms live.
How it works
- The business sets its limits once.
- The engine proposes; the owner approves.
- Results are measured against the holdout and fed back.
Where it stands
In development. The design is complete and an early build exists; no deployment yet.