Company
Dwayne Clark
Founder of Recon.AI. Creator of Trust Accounting.
The gap that created a category
As AI became capable, organizations gained automation—but lost visibility into how trust was earned, maintained, and degraded. Performance, cost, and latency became measurable. Trust could not.
That gap led to Recon.AI and the creation of Trust Accounting: a framework for measuring, recording, and explaining trust through evidence, receipts, diagnostics, and governance—accounting principles applied to trust.
Building infrastructure for Trust Accounting
Today, Recon.AI builds the infrastructure for Trust Accounting across financial services, healthcare, legal, cyber, and autonomous AI—so teams can answer the questions traditional monitoring cannot:
- Why did this system make this decision?
- What changed?
- Where did trust move?
- Can we prove it?
Trust should not be guessed.
Trust should be earned, measured, and proven.
Why trust matters
Every important system eventually faces the same question: Can I trust this? We ask it about people, businesses, financial institutions, software, and now AI. Yet most technology measures speed, accuracy, and performance while treating trust as an assumption. I believe trust deserves the same rigor we apply to finance. That's why we built Trust Accounting. Trust shouldn't be guessed. It should be earned, measured, and proven.