Agent Telemetry

Trust, or don’t, the agents. Their cost flows into CAC; we watch whether reviewers actually review, and whether the channel is going numb.

FinOps → CAC

CAC (incl. agent compute)$216Agent share of spend15.1%

Rubber-stamp detector

Approve-vs-quality divergence0.51

Reviewers are approving faster than quality justifies — learning down-weighted to 0.49.

Noise floor

Reply rate12.0% → 3.0%

Channel going numb — reply rate falling as send volume rises.

Tier-1 compliance log

  • draft_email · Tier 1 · consentedallowed
  • update_pricing · Tier 3422 out of_tier
  • cold_email · no consent409 compliance block
  • ai_voicemail · undisclosed synthetic409 compliance block