Sectors

Where we work.

Six sectors where operating value, automation and AI change the economics most.

Choose a sector

Each sector page sets out the evidence, where value leaks and what we do about it.

Automation, productivity and the UK gap

AI under supervision

Underwriting, claims and expense

Knowledge work under pressure

Demand, price and stock

Automation and cost to serve

The model is the same. The constraints are not.

A production bottleneck, a legacy core banking platform and a claims backlog need different first moves.

OEE in a factory, combined ratio in an insurer, cost per order in a warehouse.

Financial services and insurance carry supervisory expectations that shape what can be automated and how.

Tell us where performance is constrained.

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