Shuri AI Labs

Evidence before a badge

How we verify quality experts.

Four checks, reviewed by people. A public listing only after all four are complete.

Stage 01

Track record review

We read roles held, years of experience and notable projects. We look for the work the expert actually led and the outcomes they can explain. Customer names may be anonymised.

Stage 02

Certification check

We review uploaded proof and check with issuing bodies where possible. A certificate is evidence of a qualification, not a substitute for practical judgement.

Stage 03

Expert questions

Scenario questions are selected for the applicant’s specialties. A Shuri reviewer and a senior peer score answers from 1–5 against a rubric: technical correctness, evidence, risk judgement, practical sequence and communication.

Stage 04

Reference calls

We contact two professional references to confirm the expert’s role, conduct and quality of work. Unresolved concerns are reviewed before any listing.

Register your expertise