Insights

Notes from the field.

What we learn running production AI inside healthcare practices, lending workflows, and advisory firms — written for operators, compliance officers, and the people who sign off on both.

July 10, 2026AI Governance · Compliance

Why most production AI fails its first audit — and how to build so it doesn't

The gap between a working AI demo and a system that survives an examiner's questions is not model quality. It's five specific engineering decisions most teams skip.

Read the post

July 10, 2026Healthcare · Intake Agents

Soft-launch an AI receptionist after hours — then expand

The fastest path to a HIPAA-compliant intake agent that compliance will approve: after-hours only, then overflow, then full cutover. How Aria went live without a big-bang risk.

Read the post