All Lab Notes

If you missed the headlines: Deloitte was recently scrutinised for citing AI-generated research in a million-dollar report for a Canadian government . The problem wasn’t the model, it was the lack of oversight, literacy, and governance surrounding its use. And that’s why this incident matters far beyond Deloitte. It’s a preview of what many organisations will face as AI becomes deeply embedded across operations. Remember the Dot-Com Bubble? The Pattern is Eerily Familiar. D

The organisations pulling ahead with AI share something in common, their leadership teams learned to think differently about how software is built. The AI Landscape in 2025 Enterprise AI investment is accelerating. Thomson Reuters Institute research shows 82% of C-suite executives now rank digital transformation as a key goal, with 62% specifically prioritising AI implementation. Gartner predicts 33% of enterprise software will include agentic AI capabilities by 2028,