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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
AI coding agents must earn their savings after review
Opinion

AI coding agents must earn their savings after review

AI coding agents should earn their savings after review, testing and rework. UK software firms need to measure the cost of accepted changes, not the speed at which an agent produces a patch.

Kate Bennett 2 Oct 2026
Proxmox VE can cut private AI costs if the hardware earns its keep
Opinion

Proxmox VE can cut private AI costs if the hardware earns its keep

Proxmox VE can underpin private AI on existing servers, but savings depend on hardware suitability, workload performance and paid-for operating responsibility. Start with a measured pilot before committing to production.

Daniel Thomas 2 Oct 2026
When UK businesses need an AI workflow specialist
Opinion

When UK businesses need an AI workflow specialist

Staff should have room to build useful automations. Specialist help becomes necessary when a business cannot reliably test, monitor or reverse the consequential actions those workflows take.

Daniel Thomas 2 Oct 2026
UK businesses should prove the workload before buying NVIDIA DGX
Opinion

UK businesses should prove the workload before buying NVIDIA DGX

Rent a representative workload before committing to rack-mounted NVIDIA DGX. Ownership needs measured demand, suitable facilities and a costed operating model, not an AI ambition alone.

Andrew McLean 2 Oct 2026
Mistral deserves a place on the UK private AI shortlist
Opinion

Mistral deserves a place on the UK private AI shortlist

Mistral deserves a UK shortlist for private business applications. Its deployment choices matter, but the decision should turn on tested answers, controlled access and the full cost of running the service.

Daniel Thomas 1 Oct 2026
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