Recon.AI created Trust Accounting—the category—and builds the infrastructure organizations need to measure, record, and prove trust in AI systems.
Creator of the Trust Accounting category
As AI systems became more capable, organizations gained automation but lost visibility into how trust was earned, maintained, and degraded. Performance, cost, and latency became measurable. Trust could not.
Recon.AI was founded to close that gap by creating Trust Accounting—a framework for measuring, recording, and explaining trust through evidence, receipts, diagnostics, and governance. Accounting principles applied to trust.
Infrastructure for the category
Recon.AI is the company behind Trust Accounting. We build the products that make measurable trust operational: Exposure Guard, TrustGraph, Governance Studio, and the Trust Accounting API—deployed across financial services, healthcare, legal, cyber, and autonomous AI.
Questions traditional monitoring cannot answer
Trust Accounting helps organizations answer questions that latency dashboards and prompt logs leave open:
- Why did this system make this decision?
- What changed?
- Where did trust move?
- Can we prove it?
Strategic Alliances
Recon.AI collaborates with trusted organizations whose capabilities complement our mission to help enterprises move from AI readiness to governed execution.
Synchronize Partners
Strategic AllianceSynchronize Partners helps organizations align strategy, leadership, operations, people, technology, and AI readiness. Recon.AI extends that foundation with runtime trust infrastructure for governed and verifiable AI execution.
Synchronize Partners helps organizations prepare for AI. Recon.AI helps organizations govern and prove AI execution once it begins to act.
Visit Synchronize Partners →Mission
Trust should not be guessed. Trust should be earned, measured, and proven—through infrastructure built for the Trust Accounting category.
Meet Dwayne Clark, founder of Recon.AI and creator of Trust Accounting.