Perspectives

From the team putting data and AI to work for the world’s leading organisations.

Ten observations on creating value with AI

Frontier models are becoming table stakes. The durable advantage lies in the context you feed them and the capability and discipline to deploy them. Ten observations, drawn from our recent discussions with the world's leading AI companies in the US, and our own lived experience using AI to transform how Quantium and our clients work.
August 2026 Read here

Your AI can do more than your organisation knows how to ask for

Enterprise AI capabilities have outpaced enterprise deployment, and the distance is growing every quarter. The industry calls it the "capability overhang". After four days with the leadership teams building frontier AI, here is what we learned about why organisations get stuck and what the ones pulling ahead are doing differently.
March 2026 Read here

Stop building for stability

The organisations driving lasting impact with AI are not the ones who made perfect technology bets. They are the ones who built in a way that lets them adapt. Here, we share where to focus investment and how to build for flexibility.
February 2026 Read here

AI strategy shifts from models to deployments

The latest research from Menlo Ventures confirms what we're seeing firsthand with clients: companies have moved well beyond testing AI – they're now using it to run their key business operations. Spending on AI services has more than doubled to US$8.4 billion in just six months, with three-quarters of companies now deploying AI systems that directly serve their customers and operations.
August 2025 Read here