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UK AI adoption programmes give technology partners a delivery opportunity
Opinion

UK AI adoption programmes give technology partners a delivery opportunity

UK AI adoption support gives technology partners an opening to deliver practical implementation. Small businesses should demand measurable pilots, clear responsibilities and full costs before committing.

Andrew McLean 3 Oct 2026
UK businesses should start moving beyond PDF invoices
Opinion

UK businesses should start moving beyond PDF invoices

UK businesses should prepare for structured invoicing now, starting with cleaner data and a tested customer connection. Replacing a working accounting platform should depend on requirements and measured results.

Daniel Thomas 3 Oct 2026
AI Growth Zones should change your hosting shortlist before your postcode
Opinion

AI Growth Zones should change your hosting shortlist before your postcode

AI Growth Zones could broaden the UK hosting market. Smaller companies should use them to widen supplier shortlists, then judge actual capacity, support responsibilities and total cost.

Daniel Thomas 3 Oct 2026
Smaller UK AI companies need usable compute, not just bigger capacity
Opinion

Smaller UK AI companies need usable compute, not just bigger capacity

Smaller UK AI companies can benefit from AIRR when they have a prepared experiment and a plan for deployment. National capacity matters, but usable access, engineering time and the full project budget decide its practical value.

Andrew McLean 3 Oct 2026
UK manufacturing AI investment needs a factory business case
Opinion

UK manufacturing AI investment needs a factory business case

Government AI support should help manufacturers test a business case. Our view on funding announcements, Scan, Pilot, Scale, supplier selection and the costs of keeping a system running.

Andrew McLean 3 Oct 2026
Choosing an AI consultant starts with making their claims testable
Opinion

Choosing an AI consultant starts with making their claims testable

Choose an AI consultant by the decision they will resolve and the evidence they will deliver. Compare scope, operating costs and responsibilities before committing to a wider programme.

Andrew McLean 2 Oct 2026
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