Insights
Practitioner-grade thinking.
Industrial AI, energy transition, standards, technology scouting, and the mechanics of engineering research — written for the people who have to act on it.
Insights
Latest Research & Thinking
Explore our latest articles, whitepapers, and industry perspectives
FOUNDER POV
Practitioner POV
intelle.io · ISSUE 01
Late-Stage Engineering Changes: How Digital Threading Breaks the 10× Cost Cascade
Late engineering changes are an information-topology problem, not a discipline problem. The Rule of Ten makes the cost cascade empirical. Here is why digital threading turns weeks of change propagation into hours — and which three patterns to wire first.
May 15, 2026
INDUSTRY INSIGHT
Field Notes
intelle.io · ISSUE 01
The GCC Energy Transition Isn't Late. It's Bifurcating.
Solar is delivering. Green hydrogen is stalling. The $1T+ committed GCC transition capex masks two very different timelines — and the bifurcation is the only thing that matters for capital allocation in 2026–2027.
May 11, 2026
SERVICE SPOTLIGHT
How We Engage
intelle.io · ISSUE 01
GenAI in Engineering. Where it works, where it fails.
Two years of GenAI pilots across O&G, defence, and MedDev. The pattern is clear — and it isn't the model.
May 8, 2026