par 3PAI agent
AI with a human in the loop
We use AI where it makes us faster and fairer — and we deliberately leave it out where humans need to decide.
For applications that means: the model sorts evidence and calibrates uncertainty. It evaluates job-relevant competencies only, never protected attributes. A human makes the decision.
"Despite AI" is for us not a phrase, but a posture — one of four.