Opinions
Opinion and analysis from the UK enterprise technology community.
Commentary from technology leaders, CIOs, founders, and analysts writing on cloud, security, data, AI, and the business decisions that shape British enterprise IT.
Featured
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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.
8 min read -
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.
7 min read -
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.
6 min read
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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.
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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.
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When UK businesses should build with Amazon Bedrock
Build with Amazon Bedrock when a valuable workflow needs a custom application and you can fund its upkeep. Trial purchased assistants first, then judge the remaining gap against the full cost of ownership.
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Amazon Bedrock in London needs more than a regional setting
Amazon Bedrock in London is a credible candidate for tighter regional control, but the endpoint alone proves little. The buying decision depends on the exact model, processing route, supporting services and operational ownership.
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When British businesses should run gpt-oss locally
Local AI needs a business case beyond keeping data nearby. Compare the Cloud argues for a bounded workload, tested output quality and a funded operational owner before British businesses commit to gpt-oss.
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Copilot Chat is enough until the work proves otherwise
Copilot Chat can be a sensible starting point for UK businesses. Paid licences should follow evidence that broader work context or specific app capabilities improve completed work enough to justify the cost.
Earlier
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When UK businesses should pay for AI beyond Google Workspace
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Microsoft 365 Copilot Business is worth a selective rollout
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The March 2027 deadline looms for Britain’s Financial Services firms
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Why engineers plus AI is the perfect pairing for modern IT service support
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When vulnerability databases are no longer enough
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Ignore Data Privacy in the Cloud, Lose Customer Trust
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Native Agent Identity Is Only Half the Problem
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Why traditional third-party risk management requires reform
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Your company hierarchy could be enabling deepfake fraud
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The hidden cost centre in hybrid cloud AI: why GPU waste is spiralling