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People who build and run this stuff, saying what they really think.
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.
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.
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.
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.
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.
When UK businesses should pay for AI beyond Google Workspace
A separate AI assistant needs a specific job and measurable value. UK businesses should test their existing Gemini entitlement, then fund additional seats where better results or required controls justify the cost.
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