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North FormSolutions

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Notes from the software house.

What we're learning while building AI products and client software — written for business leaders and engineers, not algorithms.

AI Engineering1 min read

RAG Systems That Actually Work in Production

Most retrieval-augmented generation demos die on contact with real data. Here's the checklist we use before a RAG system ships to a client.

Performance1 min read

Core Web Vitals Are a Revenue Line, Not a Vanity Metric

Why we treat performance budgets as a commercial requirement on every build — and the three numbers that actually move conversion.

AI Engineering1 min read

Where AI Agents Actually Pay Off for SMEs

Forget the hype cycle — these are the four agent patterns delivering measurable ROI for growing UK businesses right now.