Context: In Food & Beverages, audit readiness is often treated as a last-minute compliance exercise, but it is a continuous execution discipline shaped long before inspectors arrive.

Challenges: Quality checks are logged late, temperature deviations are reviewed in batches, and documentation is spread across production, QA, and operations teams, so exceptions only surface during reviews when remediation is already rushed.

Solution: The Food Compliance Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors checks and approvals as production proceeds and intervenes during storage and handling decisions, flagging deviations exceeding threshold before the gap becomes audit-relevant.

Impact: Operators adopting this approach see exceptions reduce and teams act earlier with clarity, with audit readiness becoming a visible signal of execution discipline rather than a scramble.