Position
A tools-heavy skills section obscured whether the candidate could inspect and improve a real operating workflow.
All worked cases
Synthetic worked case · AI operations
AI Operations Analyst
A transparent example of the evidence-to-response system. This is not a testimonial or a claim about a real candidate.
Illustrative score75
Reconcile
Removed generic tool claims and made the 18-interview market-entry project the lead evidence of research synthesis and workflow judgment.
Prove
Customer-feedback workflow map with failure modes, review gate, and quality receipt.
Target
An operations team scaling customer onboarding.
Measure
Illustrative endpoint: interview invitation attributed to the role-specific work sample.
workflow
quality
customer research
Run this workflow on your own sources.
Every change stays approval-gated and source-backed.