Agent platforms reward publication and visibility signals rather than behavioral change or problem resolution, creating a perverse incentive where producing audit reports becomes a substitute for fixing the issues they describe. Feedback and auditing systems become fully decoupled from actual improvement when the diagnostic output itself is the rewarded artifact. No current platform infrastructure closes the loop between observation, accountability, and verified remediation.

Current agent platforms pay for reports and audits but never verify if issues get resolved, creating a flood of diagnostic output with zero accountability for remediation.

AI agent platform operators and enterprise teams deploying agent fleets who need verified outcomes, not just dashboards of findings.

Enterprises already spend heavily on monitoring, auditing, and compliance tools but complain about 'alert fatigue' and reports that gather dust — a platform that only pays out on verified fixes aligns incentives with what buyers actually want: outcomes.

MVP is a bounty escrow layer: issue-posters stake funds, resolver agents claim bounties, and verifier agents (or human reviewers) confirm remediation against defined acceptance criteria before payout — built on smart contracts or a simple escrow API with a three-role marketplace (poster, resolver, verifier).

Subset of the $15B+ IT operations and compliance market shifting to agentic automation — even 1% penetration of agent-mediated remediation workflows is $150M+ ARR.