Engineering-led writing. No hype, no thought-leadership filler. Published when there's something worth saying.
Honest UK pricing for 2026, with ranges for pilots and production builds, the things that move the number, and why the cheapest quote is usually the most expensive.
Read →Eight automations we see working in UK SMEs, with the inputs, the logic, and the realistic payback for each. Concrete examples drawn from real engineering work, not theory.
Read →An honest buyer's guide to AI consultancy in Manchester. How to tell engineering-led firms from prompt-wranglers, what to pay, what to ask, and which red flags should end the conversation in the first ten minutes.
Read →The UK market is crowded with workflow shops, pivot merchants, and a small number of firms that actually build what they say they build. Here is how to tell them apart before you sign anything.
Read ->The term is being used to describe everything from n8n freelancers to serious engineering teams. Here is what the category actually means, and how to tell the difference.
Read ->Most AI projects fail before the first line of code is written. Here is how to define the problem, set measurable success criteria, and avoid the traps that sink projects before they start.
Read ->A realistic walkthrough of an AI automation project with a Manchester professional services firm - scoping, thin slice, evals, and deployment. No hype, just the process.
Read →GDPR, data residency, regulated industries, and what it actually means to integrate an AI agent with your real stack - not a wrapper over an API.
Read →The Manchester AI consultancy market is crowded. Before you sign anything, here's the checklist that separates engineering-led firms from prompt-wranglers.
Read →AI automation projects in Manchester are booming - but most die between demo and production. Here's what goes wrong, and how to spot it before you commission the work.
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