Insights
Articles on enterprise AI transformation, governance, and programme leadership.
AI ROI: 4 Reasons the Numbers Won't Survive a 3-Year Board Audit
Enterprise AI spend is accelerating faster than the discipline used to govern it. By most credible estimates only around a quarter of AI initiatives have delivered the return promised at approval. The gap is usually explained as a technology, talent, or data problem. It is none of those — it is a scoring problem.
Read articleWhy AI Readiness Is a Weakest-Link Problem, Not an Average
A board sits through a financial audit. Revenue up. Margins up. And then the auditor pauses on a paragraph in the notes: a material weakness in internal controls. The opinion is qualified. That instinct — that one material weakness invalidates the aggregate — is exactly the instinct missing from how the market scores AI readiness in 2026.
Read articleEscaping Pilot Purgatory: Why Most AI Projects Fail to Scale
Pilot purgatory is the quiet graveyard of AI ambition. Most organisations don't fail because their pilots don't work — they fail because those pilots never escape the lab. Gartner expects 30% of GenAI projects abandoned after PoC by end of 2025; MIT puts the figure closer to 95%.
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