· 5 min read
On-premise or cloud AI? A practical decision guide
Where your AI runs decides who sees your data, what it costs and how fast you can ship. Five questions settle most cases.
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Notes from the field.
What we learn building AI systems, custom software and infrastructure for regulated organisations. Practical, and short enough to read over a coffee.
· 5 min read
Why your AI should not be the calculator
Language models write well and count badly. In credit analysis, the fix is architectural: code computes, the model explains.
Read article· 4 min read
Human in the loop is a design decision, not a disclaimer
Adding 'reviewed by a human' to a footer changes nothing. Here is what it takes to keep a person genuinely in charge of an AI-assisted decision.
Read article· 5 min read
Document intelligence: what it takes to read a bank statement reliably
Extracting values from a PDF is the easy half. Knowing when the extraction is wrong is what makes a pipeline usable.
Read article· 4 min read
Server maintenance is not glamorous. That is the point.
The best-maintained servers are the ones nobody talks about. A short checklist of the routine that keeps them that way.
Read article· 4 min read
Build or buy: when custom software pays off
Buying is the right default. Building wins in a few specific situations, and it helps to recognise them before the licence renewal.
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