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Insights & Perspectives

Latest Thoughts on Strategy & Technology

Practical insights on AI, strategy execution, technology adoption, and organizational change in modern construction.

Workflow

Toil

Toil - you’re not making key decisions or doing deep work, you’re executing a process to keep ‘the machine’ running.

Automation

Modern Automation Models

Automation is often discussed as though it were a single capability. In practice, it refers to several distinct system architectures that differ in what they control, how decisions are made, and where responsibility sits.

Estimating

Giving the builders time to build

Parametric estimation has proven benefits for certain project types. It enables owners and builders to generate quick, accurate estimates, make faster decisions, and compare alternatives with ease.

AI & Technology

You gotta’ do you

Generic AI will not be enough. You cannot simply buy it and expect it to fit. You will need to craft something that reflects your organisation, your constraints, and your ambitions, because every company is different, and should be.

AI & Technology

Making AI Reliable Before It Becomes Essential

Light AI governance is not an added layer of process. It is simply the operational expression of observability and evals. It reassures the organisation that new capabilities are being introduced with equal attention to reliability.

AI & Technology

AI Agents as Eager Interns

When I think about how we should approach Agentic AI, I often come back to the analogy of mentoring a new intern. The comparison may sound lighthearted, but it holds remarkably well. An intern arrives full of potential and enthusiasm, yet without much experience in how things actually get done.

Leadership & Strategy

Introducing the AI Leadership Workshop Series

The New Construction Leadership Challenge - Leading Smart, Tech-Savvy Teams Through the AI Era. Learn how to balance curiosity with accountability and create frameworks for responsible AI experimentation.

AI & Technology

Gonzo Plus

Exploring how to unlock creativity and diversity in LLM outputs using verbalized sampling techniques—sometimes you need controlled chaos.

AI & Technology

ICML 2025 - Vancouver

We were incredibly lucky to host ICML 2025 last week in Vancouver, and I'm struck by how we're seeing remarkable practical progress—new agent frameworks are maturing rapidly, Small Language Models are delivering real business value, and companies are successfully deploying AI at scale.

AI & Data Strategy

The Myth of Perfect Data

Despite billions poured into AI, only 25% of Fortune 500 projects hit their ROI target—data challenges are one of the biggest hurdles. Learn why perfect data is a myth and how to approach data challenges effectively.