Juan Grobler

Insights

Ideas from building, scaling and operating.

White papers

Data & Infrastructure · White paper · 2025

How to Integrate in a Project Controls Environment (2025 Update)

Far too much time goes into finding and stitching together data from separate cost, schedule, risk and contract systems. This paper sets out Integrated Project Controls (IPC): one integration layer across those systems, now extended with AI and large language models that turn project data into early warnings and explanations.

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Builds on the original 2019 paper, How to Integrate in a Project Controls Environment, co-written with Dr Mark Townley.

Coming next

Data & Technology in Infrastructure

Infrastructure Doesn't Have a Software Problem. It Has a Data Problem.

Where decisions break when project data doesn't connect, and why integration comes before AI.

Global Infrastructure & Capital

Trust Is Infrastructure: Why Capital Doesn't Move on Economics Alone

Transparency, governance and reliable project data as preconditions for investment.

Experience before opinion.

I write selectively about the problems I have worked on directly: building and scaling companies, enterprise data and AI, infrastructure, project execution, and the role of leadership and governance in complex businesses.

New articles are also shared on LinkedIn.