Feature Deep Dive

Analytics and Close-Loop Optimization

Turn unresolved conversations into prioritized improvements with a measurable weekly optimization cadence.

Feedback Loop Stages

  1. Capture unresolved or escalated conversations
  2. Cluster by intent and root-cause category
  3. Prioritize by volume and business impact
  4. Ship focused knowledge and policy updates
  5. Measure delta in resolution and escalation rates

Weekly Review Inputs

  • Top unresolved intent clusters
  • Escalation reasons with confidence traces
  • Knowledge gaps by document source
  • Conversion drop-offs in support and lead flows

Example Improvement Record

week: 2026-W08
gapCluster: "shipping-policy-international"
change: "added policy doc + fallback prompt update"
expectedImpact: "reduce escalations by 20%"
resultAfter7Days: "escalations reduced by 24%"
Related Analytics PostCase Study Example