Insights

Notes from building intelligent systems.

Short, practical writing on AI, automation, architecture and the business decisions around them.

All insights AI Automation Technology Business Digital Transformation

AI agents that earn their place in an operation

The difference between a demo and a dependable agent is almost never the model. It's the evaluation set, the guardrails and the escape hatch.

6 min readRead

Automation

How to tell which processes are worth automating

Frequency times fragility beats a long backlog of wishes. A short, honest audit usually finds three candidates worth more than the rest combined.

5 min readRead

Business

Why 3D and AR change the decision, not just the design

Immersive experiences work when they remove uncertainty. Portion size, scale, finish, fit — the last doubt before a yes.

4 min readRead

Technology

Custom or off-the-shelf: a decision framework

Buy what makes you the same as everyone else. Build what makes you different — and be ruthless about which is which.

7 min readRead

Digital Transformation

The data foundations most AI projects skip

Access, definitions and ownership. Get those three wrong and every downstream model inherits the confusion.

6 min readRead

Technology

Cloud cost discipline without slowing engineering down

Most overspend is architectural, not behavioural. Tagging, right-sizing and one honest review each quarter.

5 min readRead

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