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.

Business & compliance

7 July 2026·5 min read

Real-time client portals: the fix for endless "where is my project" emails

A real-time client portal replaces status-update emails with a live view your client can check alone. What to build first, who should see what, and how it differs from a CRM.

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Business & compliance

28 May 2026·4 min read

Digitalising Qualiopi, NDA and CPF: a training business without paperwork

Creating a French training organisation means drowning in compliance. We turned the whole journey into one online funnel — payment, documents, e-signature included.

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Business & compliance

24 February 2026·5 min read

AI and GDPR: deploying agents without taking on risk

GDPR is not the reason to postpone agents — it is a design constraint. Four principles that make an agent deployment compliant by construction.

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Business & compliance

28 January 2026·5 min read

Mandatory e-invoicing: the opportunity to automate the whole chain

France’s 2026 e-invoicing mandate forces every company to touch its invoicing anyway. Smart ones will automate the entire chain while they are at it.

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