BriefShield AI

The problem

Service work goes wrong in the gap between what clients said across twenty messages and what the team thinks was agreed.

What it is

A system that converts scattered client communication into an evidence-backed production brief containing requirements, contradictions, risks, missing information, and client questions.

Feed in the thread; get a brief that lists requirements with sources, flags contradictions, and drafts the questions you should ask before starting.

Core capabilities

• Requirements extracted with links to the original messages
• Contradiction and risk flags
• Missing-information list and ready-to-send client questions

Where it stands

Working prototype in validation. Not a released product.

Honest limits

• A validation prototype — no guaranteed accuracy and no claim of complete contradiction detection.
• Review the brief; it supports judgment, it does not replace it.