Ant Ai

Feedback Enforcement Agent

What it is

An agent that turns scattered feedback into enforceable execution requirements.

What it does

  • Extracts feedback from Docs, Slides, PDFs, comments, and threads
  • Converts feedback into a structured checklist
  • Verifies each item is implemented in the final asset
  • Escalates missing or partial changes

What it prevents

  • Missed client comments
  • Legal or brand notes being ignored
  • Endless review loops
  • "We thought that was done" moments

Where it's used

  • Client review cycles
  • Legal/brand approvals
  • Multi-stakeholder campaigns

Who it's for / not for

For: Agencies with layered reviews

Not for: Single-reviewer workflows

What happens after deployment

Feedback enforcement becomes automatic. Review cycles shorten. Approval confidence increases.