Insights

Notes for operators and boards.

Field notes from AI, cloud and transformation engagements, written for practitioners.

Recent
AI 7 min· Field note

From pilot to production. Where enterprise AI programmes lose their footing.

Most pilots stall on operating design, not model quality. A short view on the practices that carry AI into daily operations.

By BigMoDa.AI PracticeRead
Cloud 6 min· Field note

FinOps begins in the landing zone.

Cost programmes that treat symptoms deliver little. The material savings come from platform decisions taken early.

By BigMoDa.AI PracticeRead
Transformation 9 min· Field note

Change that outlives the programme office.

Operating model work fails when it is delivered as slides. It endures when it is delivered as new defaults, exercised weekly.

By BigMoDa.AI PracticeRead
Advisory 5 min· Field note

Choosing one bet per quarter.

How to build a portfolio of bets a board will fund and an organisation can execute.

By BigMoDa.AI PracticeRead
AI 8 min· Field note

Agentic workflows in regulated environments.

A field guide to standing up agent systems where auditability, human oversight and evaluation matter as much as capability.

By BigMoDa.AI PracticeRead
Cloud 6 min· Field note

The paved road, and why engineering organisations need one.

An internal developer platform pattern that turns a fragmented estate into a daily-deploy discipline, without a rewrite.

By BigMoDa.AI PracticeRead
Field notes, monthly
One idea. One pattern. One example from the practice.
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Diagnose. Deliver. Compound.▸▸AI in production.▸▸Cloud with unit economics.▸▸Senior teams. Accountable outcomes.▸▸Diagnose. Deliver. Compound.▸▸AI in production.▸▸Cloud with unit economics.▸▸Senior teams. Accountable outcomes.▸▸