Stratum

Planning tool

AI Evaluation Reviewer Calculator

Estimate reviewer hours from item count, time per item, and the share of items that receive a second review or adjudication.

Methodology

First-pass hours = items × minutes ÷ 60. Second-pass hours = items × double-review rate × minutes ÷ 60. Adjudication hours = items × adjudication rate × adjudication minutes ÷ 60.

First pass 26.7 h · Second pass 5.3 h · Adjudication 4.0 h · Total 36.0 reviewer hours

Limitations

Minutes per item are an assumption until a pilot measures them. The calculator does not price scarcity, credentials, or security overhead.

What kind of experts do you need?

Share the profession, specialty, experience, location, headcount, hours, duration, and project description. We assemble the expert capacity.

  • Need 25 licensed nurses for a clinical AI evaluation
  • Need 15 attorneys in a specific practice area
  • Need 20 PhD scientists for benchmark creation
  • Need 30 senior software engineers for code evaluation