Spec driven AI development - A Real World Perspective

AI demos are easy. Production systems are not.

In this session, we move beyond hype and explore what it actually takes to deliver AI systems that work in the real world. Not experiments. Not playgrounds. Proper, spec-driven, commercially accountable systems.

You will see how clear specifications, structured prompts, testing frameworks and disciplined engineering turn AI from a novelty into a reliable asset. We will cover what goes wrong when you skip the spec, how to avoid costly rework, and how to design AI systems that survive compliance, security reviews and real users.

If you are building AI for clients, boards or production environments, this session will challenge your assumptions and give you a practical blueprint.