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#980 [backend] Implement rules engine and scoring

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#980 — [backend] Implement rules engine and scoring

Repo: Twill-AI/facade State: open | Status: open Assignee: Unassigned

Created: 2026-02-03 · Updated: 2026-02-03

Description

Summary

Add deterministic rule evaluation and NBA scoring, with AI-assisted ranking.

Scope

  • Rules module with condition operators over merchant context/signals
  • Scoring module combining rule matches and AI suggestions
  • Persist scores/confidence and rationale

Role

Backend/AI

Estimate

4–6 days

Notes

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