Garbage in, chaos out: Why AI is only as good as your data.

What you'll learn

• AI is an amplifier, not a repair tool: it scales whatever operating model already exists, for better or worse.
• AI models are not an authoritative source but a reasoning layer that needs reliable data and clear rules underneath.
• Same technology, two futures: a quality flywheel or an error factory, depending on how early you invest in AI-ready data.