Skip to content
StrataEdge AI

Insights

Read before you fund the AI program.

Frameworks and field notes for C-level teams deciding what is worth funding, how to structure delivery, and what has to change operationally.

Latest

Field Notes7 min readJun 9, 2026

Lessons from the Front Lines: Building Audit Agents That Hold Up

Field notes from building AI audit and reconciliation agents for insurance and finance back offices — what the historical data reveals, why always-on beats quarterly, where the token costs hide, and why we build inside the client's environment.