Articles
What you learn opening up the bonnet of a small business.
No technology watch, no firm news. What we actually see at our clients, written to be useful to someone who has never met us.
· 7 min read
Code2Form: design a 3D part as code, and hand it to an agent
We are publishing Code2Form, open source parametric 3D modelling software. The part is written in a few lines, the 3D view follows as you type, and an AI agent can render it, look at it and export it. What it does, a complete example, and its limits.
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· 10 min read
Multi-agent and multi-staging: why one does not work without the other
Running several AI agents in parallel multiplies the code produced. Without a test environment per branch, it mostly multiplies collisions and code nobody has seen running. What each one brings, and how to make them hold together.
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· 9 min read
Classifying with Claude Haiku or with Jev: two ways to decide
A lightweight generative model held to a schema, or a model built to generate nothing but a decision and its probability. Both can sort an email. They do not return the same thing, do not cost the same, and are not at the same stage.
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· 9 min read
Claude Code: the best practices that hold up in production
A coding agent does not write good software because it is powerful. It does when you give it context, a plan, a way to check its own work, and bounded permissions. What we apply on our own deliveries.
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· 8 min read
Jev Agent Builder: set up a typed decision without writing JSON
We are publishing a free visual editor for Jev, TypeSafe AI's decision model. It does one thing: take you from a business decision ("which reason?", "how urgent?", "is this a credit request?") to an API call you can test, without writing the JSON by hand.
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· 9 min read
Does your SME need an AI agent, or a well-built automation?
Most of the time, no. A clear scenario (Make, Zapier, or the equivalent) is enough. An agent is justified only when the path cannot be written in advance, with a goal, bounded tools, and a human check.
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· 9 min read
Do you need an internal AI assistant (RAG), or is a ChatGPT Business license enough?
Most SMEs do not need to build an assistant on their own documents to get started. They need a team license and clear rules. RAG earns its keep when precise, large, frequently changing internal knowledge must give everyone the same answer.
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· 9 min read
Does your SME need a data warehouse, or better-kept Excel?
The right question is not "do we need a data warehouse?". It is "which decision or reliability problem would a warehouse solve better than a clean shared workbook?".
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· 7 minute read
Why your SME already uses AI… and still sees no productivity gain
Surveys say AI has entered SMEs. Founders say they see nothing on the P&L. Both are right. Here is why, and how to leave permanent pilot mode.
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· 6 minute read
AI Act, August 2026: what actually applies to an SME that uses an assistant
Since 2 August 2026, transparency rules apply. Not a full compliance programme. Here is what changes if you already have a chatbot, an agent, or AI-generated content, and what can wait.
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· 6 minute read
What a data audit really finds in a small business
Six findings that come back almost every time, whatever the sector. None of them is a tooling problem, and that is exactly what makes them expensive.
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