Capable Insure cuts $510k errors

- Capable Insure deployed a multi-agent AI system to validate reimbursements and reduce errors, keeping a human-in-the-loop for compliance control. - The company claims the system cuts about $510,000 in annual reimbursement errors while improving validation throughput. - This is a concrete example of evidence-led automation that pairs AI agents with human oversight to limit regulatory or audit risk. (x.com)