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 the Ergosign whitepaper, you 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.

As editor, writer, and project manager of the AI campaign, I led this piece from concept to publication.