daita@system:~$ cat ./reliability.md

# AI Reliability Audit

Eval suite, cost-cut, and reliability roadmap on existing AI feature.

Outcome
Eval suite, cost-cut, and reliability roadmap on existing AI feature.
Who for
Org that shipped AI v1, now flaky / expensive / unsafe.
Duration
3 weeks
Price band
€15k–25k fixed
Prerequisites
Read access to current AI system, prompts, logs.
Deliverables
  • Eval harness
  • Failure-mode catalog
  • Cost analysis
  • Security/PII review
  • 90-day improvement plan
Exclusions
Implementation of fixes (separate engagement).
Next step
Roll into a follow-on Production AI MVP-style fix engagement, or hand to client.

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