Get a repeatable evaluation suite, evidence-backed failure matrix, and prioritized remediation backlog for a production RAG, chatbot, agent, or LLM workflow.

What you receive: • Up to 25 real usage scenarios • Promptfoo-based repeatable evaluation configuration • Hallucination and source-consistency checks • Bounded prompt-injection and sensitive-data leakage checks • RAG retrieval and answer-quality checks when applicable • Pass/fail evidence and an impact/effort remediation backlog • Written handoff plus one bounded revision round

Delivery starts after the product URL, controlled test access, and five highest-risk flows are confirmed. A staging environment and redacted fixtures are preferred. Never send personal passwords, payment-card details, production secrets, or unrestricted customer data.

This is an engineering quality assessment, not penetration testing or a security/compliance certification. It does not promise zero hallucinations, perfect security, rankings, or revenue gains.

Review the synthetic method demonstration: https://service-x402.vercel.app/examples/ai-quality-audit