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

1 September 2026·5 min read

AI Chatbot for Law Firms: Qualifying Cases Without Touching Attorney-Client Privilege

An AI chatbot for a law firm can qualify a request and book appointments 24/7 — as long as it never lets a prospect type out their case in a chat window. What France’s National Bar Council’s March 2026 ethics guide changes for your firm’s intake.

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Business & compliance

1 September 2026·5 min read

E-invoicing takes effect today, September 1, 2026 — and 42% of French businesses are not ready

From today, every VAT-liable company in France must be able to receive electronic invoices, and large enterprises and mid-market companies (ETI) must start issuing them. An OpinionWay survey for Tiime published in late August found only 58% of France’s roughly 7 million active companies had chosen an approved platform — and just 46% of sole traders and micro-enterprises expected to be ready on time. What the readiness gap means for your SMB today.

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Business & compliance

2 August 2026·6 min read

AI Act in France: who enforces it, and what applies now

The AI Act’s transparency duties (Article 50) apply from August 2, 2026, yet France’s enforcement authorities are still a bill in Parliament. The timeline, the proposed authorities, and what an SMB running a chatbot should do now.

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Chatbots & assistants

1 August 2026·5 min read

AI chatbot for a training organization: what to build before you deploy one

“AI chatbot for a training organization” is a query more and more CFA, school and Qualiopi-certified center owners are typing: an assistant that answers learners on courses, sessions and paperwork without burying the pedagogical secretariat. What to build before you deploy one — architecture, Qualiopi evidence, GDPR.

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Chatbots & assistants

31 July 2026·5 min read

AI voice agent for phone reception: what it actually does for an SMB — and where it still falls short

An AI voice agent can now pick up a call, understand a request in natural language, and book an appointment — without a human receptionist during off-peak hours. What research shows about its real limits, and how to roll one out without pushing frustrated callers straight to a human.

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Strategy, costs & ROI

29 July 2026·5 min read

AI at work: OpenAI study finds 43% of skilled use crosses job boundaries — what it means for your SMB

A July 27, 2026 OpenAI study of over 800,000 business messages found that 43.5% of occupation-specific ChatGPT use involves tasks belonging to another profession — up to 77% among customer service teams. What this AI-driven role-blending means for how a small business organizes its team.

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