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Optimization Loop

Once the first version is live, the job changes.

You are no longer trying to imagine what might go wrong. You are turning real failures into a safer release process.

For Consultation Desk, the loop usually looks like this:

  1. spot a risky reply in Histories
  2. ask Copilot what caused it
  3. update the agent
  4. save the conversation as a case
  5. run Test Suite
  6. publish only after the important cases stay strong

A risky conversation turned into a reusable case from Histories

What this section is for

This section helps operators build a repeatable quality loop, not just a one-time fix.

The end state is simple:

  • important failures are recorded
  • risky behaviors are tested before release
  • new improvements do not quietly break old wins

In this section