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Applied AI·April 21, 2026·1 min read

AI confidence gap is stalling UK small businesses

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For UK SMEs, the blocker isn’t models, it’s managerial courage — time, trust, and confidence are the new AI scarcity, not GPUs. Vendors selling “easy AI” into this segment without handholding and guarantees are going to churn hard.

Applied AI

Trump says his administration had "some very good talks" with Anthropic during a WH meeting last week and "it's possible" there will be a deal with DOD (Ashley Capoot/CNBC)

Top-tier LLMs are now being discussed as strategic defense assets—once DOD deals land, model access, deployment, and export become policy questions, not just procurement. If you sell into regulated or critical sectors, assume your AI stack will be evaluated against national security expectations, not just SOC 2.