Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

Chatbots & assistants

28 July 2026·5 min read

WhatsApp AI CRM: capture and score every lead before a rival replies first

A WhatsApp AI CRM turns every voice note, business card and late-night message into a scored, searchable lead — before a competitor gets there first. Here is what it actually does, and where to start.

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Studio notes

27 July 2026·4 min read

Studio notes — the right data before the agent

This week the agent fleet reworked, for an insurance broker, a policy-comparison agent to keep no file at all, and for a travel agency, turned a decade of scattered spreadsheets into one clean catalog. Two builds, one lesson: know exactly what data your AI touches, and give it the minimum, cleanest version of it.

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Business & compliance

27 July 2026·7 min read

Agentic AI and GDPR: the CNIL–CIANum note of July 20, 2026

The CNIL and CIANum say agentic AI puts GDPR principles under strain: memory, data flows between services, blurred responsibility. Their proposals, applied to an SME.

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AI agents & automation

26 July 2026·4 min read

Claude Opus 5: Anthropic halves frontier AI pricing — what it changes for your SME’s AI agents

On July 24, 2026, Anthropic released Claude Opus 5 at half the price of Fable 5, with a new “effort” dial to trade cost against quality task by task. Real savings are narrower than the headline — here is how to check yours.

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Strategy, costs & ROI

25 July 2026·5 min read

AI mental wellbeing app for employees: build custom or subscribe to a platform?

AI-powered mental wellbeing apps for employees are multiplying, almost all sold as a generic per-seat subscription. The three-question test to know whether you should build your own instead — costs, GDPR and the line with human care included.

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Business & compliance

24 July 2026·5 min read

Microsoft and Mistral’s multibillion-dollar deal: a sovereignty option your SMB can now actually use

On July 21, 2026, Microsoft and Mistral AI announced an expanded, multibillion-dollar partnership: European-hosted compute, Mistral models inside Microsoft Foundry, Copilot Studio and even Azure Local’s fully disconnected mode. What it changes for an SMB weighing AI against data-hosting and compliance concerns.

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