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

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T
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Stefan
Einige Informationen werden in englischer Sprache angezeigt.

Über diesen Service

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.

Lerne Stefan kennen

Stefan

AI Feasibility and App Risk Consultant

  • AusDeutschland
  • Mitglied seitAug. 2017
  • ⌀ Antwortzeit1 Stunde
  • Sprachen

    Englisch, Deutsch, Französisch
I help founders and SMEs make practical AI decisions before they waste money building the wrong thing. My background combines banking, regulatory reporting, Python/SQL, and hands-on AI product work. I also run a small AI Lab, where I build and test real AI workflows, agents, and RAG-style systems. I specialize in AI MVP feasibility, chatbot/RAG requirements, AI app risk reviews, and data workflow checks in English or German (I can make French work). No hype, no magic promises: just clear recommendations on what to build, avoid, or improve next.