Insights

What we learn building in production.

Practitioner writing on enterprise AI, automation economics, architecture and delivery discipline.

Showing 6 of 7 articles

Why enterprise AI pilots stall — and what changes when they do not

The gap between a working demo and a production system is organisational, not technical.

Designing RPA and document automation with controls, logging and ownership from day one.

Incremental strangulation beats a single weekend of concentrated risk.

Most overspend is designed in long before the invoice arrives.

Dashboards get abandoned when two numbers disagree and nobody can explain why.

Prepare the evidence before the questionnaire arrives.

A 45-minute session with a practitioner who has shipped this pattern — bring your context, leave with a sequence.