Mac Studio LLM Performance vs GPU Server: 2026 Reality
Apple refreshed the Mac Studio on 25 August 2026 with M5 Max and M5 Ultra chips, and the number local-LLM buyers care about most is back: the M5 Ultra is configurable to 512GB of unified memory, with …
RAG Infrastructure Requirements: A UK Buyer's BOM for 2026
Most RAG explainers stop at a three-box diagram: documents in, vectors stored, answer out. What they skip is the bill of materials. Supabase's own benchmarking found that a Postgres instance running p…
GPU Utilisation Monitoring: Fix It Before Buying More GPUs
UK IT leaders are about to sign off another six-figure GPU order to fix a problem monitoring could solve for free. A June 2026 VentureBeat Research survey of 573 technical leaders found about 83% of e…
Small Language Models: The Smarter UK Business AI Buy in 2026
Mid-2026 frontier API pricing tells its own story: GPT-5.6 Pro costs up to $60 per million output tokens, while a Phi-4-mini model needing roughly 3GB of VRAM can run on a single consumer GPU, with co…
Right-Sizing Your Network for On-Prem AI in 2026
GPU budgets get the headlines, but repatriated AI projects stall or starve for a quieter reason: the east-west network wasn't sized for the traffic pattern. Synchronous training collectives need a 1:1…
Protecting IT Budgets Through 2026 Hardware Inflation
By mid-2026, the component shock behind UK server, laptop and storage budgets has stopped looking like a blip. TrendForce data reported by Yahoo Finance in August 2026 shows conventional DRAM contract…
Machine Identity Security 2026: Taming the AI Agent Surge
Machine identities — service accounts, API keys, certificates and now AI agents — outnumber human identities by 109 to 1 on average, according to Palo Alto Networks' 2026 Identity Security Landscape. …
TPM Beyond Servers: Storage & Network Maintenance UK 2026
Third-party maintenance has spent years being framed as a server-cost hack. That undersells it. Independent guidance now defines TPM explicitly as covering servers, storage devices and networking equi…
End of Support Server Security 2026: UK Buyer's Playbook
On 13 October 2026, three separate Microsoft support clocks hit zero on the same day: Windows Server 2012 and 2012 R2 lose their final Extended Security Updates, and Windows Server 2022 drops out of m…
Cyber Recovery Vault 2026: Do UK Firms Need One?
On 18 March 2026, Rubrik and Rackspace switched on a UK Sovereign Cyber Recovery Cloud — an isolated clean-room environment that stays offline from the outside world until a specific ransomware recove…
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