Role calibration workshop
We sit with your hiring manager, scope the role, and lock the rubric before any candidate runs.
paid pilot
Every paid pilot includes one role calibration workshop, a custom task pack, ten to thirty candidate sessions in the controlled approved AI stack, reviewer-ready packets, candidate-safe artifacts, and a debrief with task and reviewer findings. Free through 2026. Paid contracts begin January 2027 at a working anchor of $500 per role per month.
source: positioning §pricing posture · prfaq v5 §paid pilot package
We sit with your hiring manager, scope the role, and lock the rubric before any candidate runs.
A role-specific work sample. Not a library pull. Authored against the seniority bar you actually hire to.
Every candidate runs the same task in the same controlled approved AI stack. Same constraints, same evaluator.
Dimension observations, prompts, AI outputs, follow-up questions. Defensible in debrief.
A portable credential the candidate keeps. Tied to the same assessment your reviewer used.
Task-level findings, reviewer feedback, and what to refine before the next cohort.
request a pilot
Five short fields. We'll reply with a calibration call slot and the sample reviewer packet for the role you named.
human-decision boundary
aifluent never auto-rejects, auto-ranks, or auto-advances. Every work sample is reviewed by a person.