I will audit your ai app, chatbot, or rag before launch


About this gig
I will review your AI app, chatbot, or RAG system before launch and identify the risks your users would otherwise find first.
You'll get a practical pre-launch audit focused on quality, reliability, UX, and technical risk: not generic AI advice.
Depending on the package, I can review:
- chatbot / assistant behavior and conversation flow
- prompt and instruction design
- RAG retrieval quality, source usage, and answer grounding
- hallucination and failure modes
- model/provider fit and cost risks
- data/privacy/security red flags
- technical architecture and integration risks
- launch-readiness priorities
You receive a clear written report with prioritized findings, concrete recommendations, and suggested next steps.
This gig is best for founders, developers, and teams preparing to launch an AI feature, chatbot, internal assistant, or RAG-based workflow.
I bring senior software delivery experience, AI/RAG knowledge, and a strong background in regulated data/reporting environments where traceability and reliability matter.
Please message me before ordering if your app is large, regulated, or requires access to private systems or if you have any questions.
Get to know Stefan
AI Feasibility and App Risk Consultant
- FromGermany
- Member sinceAug 2017
- Avg. response time1 hour
Languages
English, German, French

