AI Builder Evaluation Workbench
Generate an evaluation dataset plan, test matrix, failure taxonomy, human gates, and rollback checklist.
Private by design. Your entries stay in this browser. Nothing is sent to AI Amigos or placed in a share link.
Your working result
Saved locallyWorked example
Use a bounded task such as “summarize weekly support themes” or “evaluate a citation-enabled policy assistant.” The generated result names assumptions, checks, and human decisions so another person can review the plan.
Limitations
- Generated tests are a starting set and must be expanded for the actual domain and threat model.
- The workbench does not run model evaluations or inspect production systems.
Supporting evidence
Continue with a template
Questions people ask
Does AI Amigos receive my answers?
No. The calculations run in your browser and local saving uses browser storage.
Can I share my result?
Export the result intentionally. “Share this tool” copies only this stable page address and never includes your inputs.