Companies Are Using AI Wrong

Most companies are not failing at AI because the models are weak. They are failing because they have no guardrails, they pour AI into broken work, and they use a language model as an expensive calculator. In this CPTO Roast, Jens breaks down his current top three AI adoption failures.

You will learn:

• Why every department shipping its own AI tools is a production incident waiting to happen
• Why sandboxing intern experiments is not optional
• Why AI on broken processes and unread reports creates noise, not ROI
• When not to use an LLM at all
• Why real agents take months of setup, not a two-day trial

Code Meets Business is where a real CPTO explains technology, product, and business without the jargon wall or the corporate theater.