Detect source-coverage drift before report incidents
Coverage drift often appears as a collection of small inconsistencies rather than one clear failure.
Earlier detection, clearer behavior, and lower operational noise do not always point to the same first move.
“What worries me is not one delay—it’s not knowing whether the same check means the same thing everywhere.”
Henrik Jensen · Director of Talent Operations
Oversees distributed hiring programs where recruiters need confidence that regional screening behavior remains understandable.
What pulls against what
- broad anomaly detection vs. meaningful degradation definitions
- early warning vs. alert credibility
- technical drift vs. recruiter interpretation
- fast exploration vs. trustworthy evidence
What is at stake
Small source changes can stay invisible until they affect report behavior. The key decision is which early-warning outcome is worth proving first
Why Checkr
At Checkr, this may matter because criminal-search coverage depends on many jurisdiction-specific systems changing over time.
Written for
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.