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.

Illustration: an offer card between two gauges, linked below to a chart comparing two bars side by side.

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

  1. The business sets its limits once.
  2. The engine proposes; the owner approves.
  3. 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.