Reduce Admin BlogPractical AI automation thinking for UK SME owners and operations directors. Specific, measurable, grounded.https://reduceadmin.com/en-gbWhy general-purpose LLMs beat fine-tuned models for UK SMEshttps://reduceadmin.com/blog/general-purpose-llms-vs-fine-tuned-models-smes/https://reduceadmin.com/blog/general-purpose-llms-vs-fine-tuned-models-smes/Fine-tuning sounds like the professional choice. In practice, for businesses under £8M turnover, it costs more than it recovers and creates maintenance obligations you cannot afford.Tue, 14 Apr 2026 00:00:00 GMTAI strategyNickyDeterministic vs probabilistic automation in regulated industrieshttps://reduceadmin.com/blog/deterministic-vs-probabilistic-automation-regulated-industries/https://reduceadmin.com/blog/deterministic-vs-probabilistic-automation-regulated-industries/Rule-based automation and AI automation are not competing options. They solve different problems. Knowing which type to reach for, and when to combine them, is the decision that determines whether your automation works reliably or fails compliance.Tue, 07 Apr 2026 00:00:00 GMTAutomation designNickyWhy your competitors are using AI wronghttps://reduceadmin.com/blog/why-your-competitors-are-using-ai-wrong/https://reduceadmin.com/blog/why-your-competitors-are-using-ai-wrong/60% of UK SMEs have adopted AI tools. Only 23% report measurable ROI. The gap is not a technology problem. It is a problem of how most businesses approach the question of where AI belongs.Wed, 01 Apr 2026 00:00:00 GMTAI strategyNicky