RESOLUTION, POLICY AND TONE

Capture customer support for dependable AI.

Capture how experienced support teams diagnose requests, use account context, apply policy and reach a verified resolution.

Scope this workflow

From customer support activity to a dependable evaluation

A screen recording or final answer does not explain why experienced people make good customer support decisions. A useful capture preserves the approved evidence, decision points, exceptions and verified outcome without collecting unrelated activity.

Scope a representative episode

Choose a real customer support outcome with a clear start and finish. Define permitted systems, sensitive regions, expected artifacts and stopping conditions before capture so contributors know exactly what is in scope.

Label decisions and exceptions

The valuable evidence is not a list of clicks. Experts explain which facts changed their decision, which policy or standard applied, what uncertainty remained and when a person or a different role needed to take over.

Verify outcomes and reuse failures

Review confirms whether the intended business outcome actually occurred and whether controls were followed. Accepted episodes become demonstrations; corrected or failed cases become regression tests and critical-failure checks for later agent versions.

Calibrate the scoring standard

Reviewers score shared customer support cases before production and compare meaningful differences. Calibration clarifies ambiguous instructions, aligns severity thresholds and identifies where the rubric needs another example or a mandatory escalation rule.

Monitor the workflow after release

Evaluation is not finished when an agent passes once. Teams should sample completed work, track failure clusters and add corrected incidents to the regression set. A release gate is valuable only when it remains connected to real outcomes and changing operating conditions.

APPROVED CAPTURE SCOPE

What becomes structured evidence

  • Representative tickets and approved customer context
  • Knowledge sources and diagnostic steps
  • Policy, tone and escalation decisions
  • Resolution state and customer-safe final response

EXPERT JUDGMENT

Decisions the evaluation must preserve

  • What is the customer actually trying to resolve?
  • Which policy and account evidence applies?
  • Can the agent complete the request or must a person intervene?

REUSABLE CUSTOMER ASSETS

What your team receives

  • Intent and resolution taxonomy
  • Multi-turn support evaluation cases
  • Policy, tone and completion rubrics
  • Failure clusters and regression set

RISK AND REVIEW

What stays explicitly controlled

  • Account privacy
  • Unsafe account actions
  • Incorrect promises or policy claims

Explore other enterprise workflows