Insights
Practical, evidence-based articles, shorter notes from LinkedIn, and press coverage from my years as a utility CTO.
Where AI creates measurable value, and how to keep its costs under control.
Most enterprise AI pilots never show up in the P&L. The ones that do share a pattern: they begin with a business workflow, not a chatbot. Here is how utilities can pick the right first workflows.
Uber exhausted its full-year AI budget in four months. Agentic AI can consume a thousand times more tokens than a chatbot. Here is how to put financial guardrails in place before AI spend governs you.
Building AI that can withstand changing models, providers and regulations.
In June 2026, two of the most capable AI models in the world were switched off for every customer overnight. The lesson for enterprises is not about any one provider. It is about building AI that can withstand change.
How cyber attack and defence change when both sides use AI, with a power-sector lens.
Attackers have started using AI to run intrusions at machine speed, and utilities are among their targets. Defence has to change pace too. Six shifts every CIO, CTO and CISO in the power sector should be planning now.
Interviews and features.