Insights

Notes on building useful intelligence.

Research, practical guidance and perspectives on designing, deploying and operating artificial intelligence.

Applied AI · 2 June 2026 · 6 min read

Beyond the demonstration

Most organisations can already reach capable AI models. The gap is the controlled layer that turns a demonstration into a system people can operate.

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AI Agents · 14 May 2026 · 7 min read
Designing agents with boundaries
An effective agent coordinates tools and decisions within defined limits. The design work is in the boundaries as much as the capability.
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Enterprise Systems · 20 April 2026 · 5 min read
Architecture before allegiance
Accuracy, latency, cost, data sensitivity and maintainability decide the stack — not a predetermined vendor.
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Notes on building useful intelligence.

Beyond the demonstration

Designing agents with boundaries

Architecture before allegiance

What should intelligence change inside your business?

Notes on building useful intelligence.

Beyond the demonstration

Designing agents with boundaries

Architecture before allegiance

What should intelligence change inside your business?