AI in Practice

What went wrong. What changed. The safer workflow.

Illustrative training scenarios — not client results

These stories use the fictional “Summit Aircon” team to make common SME workflow and privacy risks concrete.

Names, companies, figures and outcomes are fictional. No scenario on this page should be read as a testimonial, measured case study or verified client result.