Featured framework
Digital Twin does not begin with the model. It begins with information ownership.
A practical Information Governance framework for EPC projects — Version 0.1.
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Solutions for project information management
Field-tested notes on document control, data governance, information handover and digital twin readiness across multi-billion-dollar EPC programs.
22 Aug 2026 · 5 min read
What Rehan Allahwala Taught Me About AI, Ethics, and Unlearning
A guest lecture in the GKMBA program turned my assumptions about experience upside down. Rehan Allahwala's argument is simple: skills depreciate faster than ever, but ethics, judgment, and human responsibility do not. This post works through the unlearn-to-relearn method he shared — and why AI can replace what we know, but not what we owe to each other.
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19 Aug 2026 · 2 min read
Building a Data-Driven PMC: Bridging Digital Twins and PMIS in Capital Projects
Discover how integrating Digital Twins with modern Project Management Information Systems (PMIS) transforms Project Management Consultancies from reactive monitors into proactive, data-driven delivery engines.
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