GenAI Ops: Moving from AI Prototypes to Scalable Production

09/02/2026 • 5 minutes reading time

Nicolas Klein UX Software Engineer

Björn Busch-Geertsema Head of Development

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Why 95% of all GenAI pilot projects fail—and how you can do better.

Chatbots dazzle in demos but fail in live operation: skyrocketing costs, hallucinations, and unpredictable responses. Using a real-world scenario, this whitepaper demonstrates why traditional DevOps is insufficient for Generative AI—and how GenAI Ops is becoming the critical factor for success.

In our whitepaper, learn how companies use Observability, Prompt Management, Evaluations, and Guardrails to regain control over the quality, costs, and scalability of their AI applications. Practical, easy to understand, and directly applicable—from prototype to production system.

Understanding and implementing GenAI Ops

Serious about AI in production? You need the right operational groundwork. This German whitepaper delivers a hands-on introduction and clear roadmaps for stakeholders and dev teams.

Björn Busch-Geertsema

Head of Development

GenAI Ops: Von KI-Demo-Magie zur produktiven Realität