Field notes

Useful thinking for useful AI.

Practical guidance for leaders deciding where AI belongs, what it should change, and how to prove the value.

Operations leaders 8 min read

How to identify the right workflows for AI automation

A practical framework for choosing AI automation opportunities based on volume, repetition, judgement, risk, and measurable value.

Operations and finance leaders 7 min read

Build a transparent AI automation business case using capacity, cost, implementation investment, risk, adoption, and payback assumptions.

Heads of Product 8 min read

How product leaders can use AI to remove coordination work while keeping customer judgement, prioritisation, and accountability human.

Professional services leaders 8 min read

A practical way for accounting, legal, and agency leaders to separate automatable operations from judgement-heavy client work.

Accounting firm leaders 8 min read

Practical starting points for AI automation in accounting firms, from document collection to workflow visibility, with clear human controls.

Founders and leadership teams 7 min read

How to decide whether your business needs an AI consultancy, what readiness looks like, and what a credible engagement should produce.