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Consulting · Expert review
AI response quality review
An independent human review of a scoped set of model responses, with documented failure patterns.
Who this is for
Teams testing a chatbot, AI workflow, or domain-specific assistant before expanding its use.
A CLEAR HANDOVER
What you receive
- Review of up to 30 text responses, each up to 1,000 words
- Scored rubric and evidence notes
- Summary of failure patterns and recommendations
HOW WE WORK
Scope, timing & delivery
Session or delivery timing: 5 working days*.
*Target after scope, payment, and input acceptance. No certification or guarantee of model safety.
For scheduled work, email your preferred dates, time zone and a short description of the problem. Martin confirms availability and a delivery date before payment. No guaranteed turnaround is advertised.
- Agree use case and evaluation criteria
- Score the sample and document evidence
- Prioritize improvements
Know what happens next.
Confirm the details
Contact Martin with your goal. For services, agree scope, dates and the final price before payment.
Pay & receive your work
Pay through PayPal.Me. Martin verifies the payment manually, then delivers according to your agreement.