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Added settlement review copilot for opreational risk detection - #1

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msawant18 wants to merge 1 commit into
samay-cbh:mainfrom
msawant18:feature/settlement-review-copilot
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Added settlement review copilot for opreational risk detection#1
msawant18 wants to merge 1 commit into
samay-cbh:mainfrom
msawant18:feature/settlement-review-copilot

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Summary:

This pull request adds a lightweight Settlement Review Copilot to the settlement workflow.

The feature helps Mariana identify operational settlement risks before finalizing or sending settlements to artists and agents.

What it does?

  • Detects payout-impacting language in free-text deal notes
  • Flags escalator / ratchet clauses
  • Warns when hospitality expenses approach negotiated caps
  • Highlights disputed settlement conditions
  • Adds explainable operational review guidance directly in the settlement UI

Why?

Greenroom’s settlement workflow currently relies heavily on free-text deal notes and manual trust-based review.

This feature introduces a lightweight confidence layer that helps surface:

  • structured vs unstructured deal mismatches,
  • operational ambiguity,
  • settlement risk before sign-off.

The goal is not full automation. It is improving operational confidence during settlement review.

Product rationale

Mariana often trusts free-text notes more than structured system fields. This creates risk when negotiated payout terms (like ratchets or escalators) are not fully represented in settlement logic.

The copilot surfaces these risks contextually and provides explainable review guidance without removing human control.

krishsubramaniann pushed a commit to krishsubramaniann/greenroom-starter that referenced this pull request May 21, 2026
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