Full article coming soon.
The counterintuitive part: when we stopped staffing more people to sample more calls, and instead built a system that checked every call, our compliance posture improved. Coverage went from a few percent to 100%, evidence for every flag was captured automatically, and the compliance headcount went to one part-time person doing oversight.
We'll walk through what we removed, what stayed, and what the leadership conversations sounded like along the way.