AI resources for executives and teams

Catalia AI resources: in-depth articles, research, and case studies

A clear foundation to understand, decide, and act: practical content, reliable sources, and real-world lessons from the companies we work with.

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Catalia and Limpide make their partnership official
News

May 11, 2026 · 6 min read · Matthieu Sabourin

Catalia and Limpide make their partnership official

Catalia, the AI agency for SMB and mid-market, partners with Limpide, a human-centered digital agency. A partnership that connects AI strategy with digital experience, from the AI diagnostic to integration into products.

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Building a proprietary domain-specific RAG with Catalia
Anonymized client case

May 9, 2026 · 11 min read · Matthieu Sabourin

AI knowledge base: a consultancy case study

Audit + proprietary domain-specific RAG + visual standardization engine + user training. How Catalia delivered, in 4 months, an AI system for a 30-person senior consultancy in demanding regulated domains, after a first external AI mission had failed.

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Catalia strategic AI audit at ECS Group / QUITO
Case study

May 9, 2026 · 12 min read · Matthieu Sabourin

Strategic AI audit for a group: the ECS Group case

3 weeks, 20+ international interviews, 50 pages delivered to the executive committee, Top 3 launched immediately. How Catalia holds a Big 4-grade strategic AI audit on a short format, for an air-freight consortium with 160 subsidiaries.

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Why-How-What Catalia workshop at Enov
Case study

May 9, 2026 · 12 min read · Matthieu Sabourin

AI transformation in an SMB: the Enov case

20 months of guidance, 100 team members brought up to speed, 12 internal AI ambassadors, one new commercial product launched. How Catalia turned a French market research institute into an AI product innovation company, without keeping the value for ourselves.

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Catalia AI sales agent at Noveo Finance
Case study

May 9, 2026 · 11 min read · Matthieu Sabourin

AI sales prospecting agent: the Noveo Finance case

300 qualified prospects reactivated, +20% conversion rate observed, no new paying SaaS, no proprietary tech debt. How Catalia delivered in 4 months an AI sales agent for a 15-person financial consultancy: n8n + Make + OpenRouter + Claude + MCP connectors orchestration.

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Catalia AI training at SFR
Case study

May 9, 2026 · 13 min read · Matthieu Sabourin

AI training for employees: the SFR case

100 days of training, 1,000+ SFR employees, 12+ departments over 2.5 years. How Catalia upholds a large group's high standards without quality breaks, and what you can take away at your scale.

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AI roadmap for SMBs
Article

April 3, 2026 · 14 min read · Matthieu Sabourin

AI roadmap for SMBs: the first 90 days

How to structure the first 90 days of AI adoption in an SMB: clarify the need, test the right use cases, set rules, and decide what comes next.

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AI use cases in an SMB
Article

April 3, 2026 · 14 min read · Matthieu Sabourin

AI use cases for SMBs: where to start

How to identify and prioritize the first AI use cases in an SMB: 4 selection criteria, 7 relevant use-case families, and a simple matrix to decide.

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How to choose an AI solution for your company
Article

April 3, 2026 · 12 min read · Matthieu Sabourin

How to choose an AI solution for your company

How to choose an AI solution that fits your company: 8 questions to ask, common mistakes, and a checklist to compare tools without getting it wrong.

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Team in a collaborative workshop on the AI charter
Article

April 2, 2026 · 10 min read · Matthieu Sabourin

Corporate AI charter: setting a clear usage policy

How to write a useful corporate AI charter: the points to frame, the mistakes to avoid, and a 7-step method to set a clear frame without slowing adoption.

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Catalia, AI partner of the Margaret Awards 2026
News

April 2, 2026 · 8 min read · Matthieu Sabourin

Catalia becomes the AI partner of the Margaret Awards 2026

Catalia becomes the AI partner of the Margaret Awards 2026 and backs the winners with a tailored package worth €15,000 (excl. VAT).

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Why Darksab becomes Catalia
News

March 15, 2026 · 7 min read · Matthieu Sabourin

Why Darksab becomes Catalia

Darksab becomes Catalia. Not just a name change. A shift in posture, mission, and ambition to help SMBs get AI under control.

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