If your AI doesn’t land in a queue, pass a policy gate, and leave an audit trail, it won’t survive regulated operations. Here’s the mental model we use.
Operational AIAuditabilityHuman-in-the-loop
Field Notes
Insights & playbooks
Founder reflections and operator notes on shipping AI into real workflows—queues, controls, and evidence.
‘Put a human in the loop’ is not a plan. Here are the gates, escalation paths, and reviewer-load tricks we learned the hard way building regulated ops workflows.
Human-in-the-loopGuardrailsOperationsRegulated AI
Audit trails don’t mean storing everything. They mean storing the right evidence so you can explain decisions later—without creating new risk.
AuditabilitySecurityCompliance