Industries
The sectors we work in
Technology problems rhyme across industries, but the constraints do not. What a charity can spend, what a regulator will accept and what a board will approve differ enough to matter.
Sector experience
Charities and non-profits
The sector we have the most published client work in, including two named charities with case studies you can read.
AI and automation by sector
The same argument, applied industry by industry
Process first, AI second. What differs between these pages is not the principle but the constraints — what a regulator will accept, what a board will approve, and which parts of the work genuinely need a person.
- AI for retailForecasting, replenishment, customer service and returns — where AI earns its place in retail.
- AI for manufacturingMachine data, production visibility, quality and maintenance — instrument before you model.
- AI for engineering and constructionDocument control, RFIs, site capture and handover — the administration that surrounds building.
- AI for financeReconciliation, invoice capture and close, with approval and controls left with your people.
- AI for healthcare administrationReferrals, correspondence and scheduling. Administrative only — never a clinical decision.
- AI for HR and recruitmentScheduling, onboarding and employee queries. People decide who gets hired.
We work well beyond these sectors — the case studies include e-commerce, publishing, events, minerals intelligence and hospitality. This page lists the industries we have written about specifically, and it will grow rather than claim coverage we have not documented.
Wherever you sit
The first conversation is about the problem
Not a demo, and not a capability deck. Tell us what is not working and we will tell you whether we are the right people for it.