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Article
How to choose an AI solution for your business: the method to avoid the wrong tools
8 questions to ask, common mistakes, and a checklist to compare tools without getting it wrong.
Read articleCatalyze change through AIOur work: Strategy. Training & coaching. Technical implementation.
Catalia is the AI agency for SMB and mid-market leaders. From vision to action, we embed AI sustainably in your teams. To understand fast, decide right, move forward with clarity.
They chose Catalia to step into the age of AI
Our mission
Beside you, to turn AI into a concrete lever
Give SMB and mid-market teams and leaders the keys to understand AI, the right markers to grasp it, and the confidence to make it a real performance lever.
We bring together a rare set of expertise: strategy, operations, technical depth, human support, change management, and innovation. Our edge: linking concrete field uses to a solid command of the most advanced technologies.
Catalia steps in at five key moments of AI integration in your organization: awakening, experimentation, translation into uses, deployment, and strategic reflection.
130+
companies supported since 2022
"Our promise: reduce uncertainty to free up action."
10,000+ hours
of AI usage
5,000+ people
trained in 2025
Support tailored to your AI maturity level
Every organization moves at its own pace. We build a custom journey, from discovery to transformation.
Awakening
Need
Understand AI, its stakes, its uses and its limits to move forward with clarity.
Catalia offer
Keynotes, webinars, awareness training, executive coaching, leadership-team workshops.
You leave with
Clear markers, a common language, first use cases, and the confidence to start.
Learn more →Test & Learn
Need
Test in practice, identify useful uses, pick the right tools, and move from ideas to first proofs.
Catalia offer
Audit, workshops, custom training, coaching, consulting, business-unit workshops.
You leave with
Priority use cases, concrete experiments, best practices, and a realistic action plan.
Learn more →Deploy & transform
Need
Embed AI in practices, structure uses, support adoption, and turn it into a lasting lever.
Catalia offer
Strategic consulting, deployment, change management, coaching, structuring of business-unit uses, long-term support.
You leave with
A roadmap, anchored uses, more autonomous teams, sounder governance, and lasting results.
Learn more →
The Catalia team
More than a team,
More than a team,
a collective of experts
A collective that links technology, uses, and human support. Our mantra: help you move forward, progress, and gain autonomy. Beside you, we secure each step for a gradual deployment, a controlled rise in skills, and lasting progress.
Matthieu Sabourin
20 years in technological innovation and change management
Cindy Fontenas
15 years in digital transformation and change management
Samuel De Queiroz
AI expert, passionate about education and transmission
Guillaume Guichard
10+ years as a trainer of trainers
Jason Chevrier
Semantics specialist and AI popularizer
Sami Mhidia
Technology expert, researcher, and trainer
Louis Darques
Entrepreneur, AI and productivity expert
Martin Labrousse
20 years of experience in change management and generative/predictive AI
A project, a question?
Book a 15-minute call to see how Catalia can help you move forward concretely, gradually, and in step with your organization.
Get in touch
Reply within 48h, no commitment
What we do
Our expertise in service of your
Our expertise in service of your
transformation project.
Keynote & Webinar
We make AI clear, concrete, and immediately understandable for your teams and your leaders. Our keynotes and webinars demystify the uses, set the right markers, and open the field of possibilities without jargon or empty announcements. We help your people understand what AI can actually bring to the business, the tools that exist, the most frequent use cases, and the best practices and warning signs to keep in mind.
Our approach
The CATALIA method
Every organization moves at its own pace with AI. At Catalia, we build custom support paths designed to start from your reality, secure the key steps, and gradually turn AI's potential into concrete actions.
Step 1
Audit & understanding
Start from your reality, not from a standard pitch.
Take the time to identify your real need, your maturity level, and the stakes specific to your organization. This first step clarifies where you stand, what to prioritize, and which path will actually serve your teams.
Step 2
Tailored path
Build a support coherent with your context.
Define a custom path based on your goals, your trades, and your pace of transformation. Awareness, training, workshops, coaching, or consulting: each lever is mobilized at the right moment to move the organization forward without skipping steps.
Step 3
Action & deployment
Turn AI interest into concrete uses.
Surface the use cases, support teams in experimentation, then sustain deployment in daily practices. The goal is simple: move from a general understanding to a useful, gradual, field-anchored adoption.
Step 4
Follow-up & lasting progress
Stay beside you to adjust, consolidate, and grow.
Measure progress, lift blocks, adjust the path, and strengthen team autonomy over time. Catalia operates as a continuous partnership to help your organization progress with method, confidence, and continuity.
Our results
130+
organizations have chosen Catalia to step into the age of AI since 2022.
Working with Matthieu and his team is a real pleasure. A constructive, effective approach won me over right away. I trust him completely on our collaborations, where rigor and care blend perfectly. A huge thank you.
Isabelle Droszcz
President, Inidea Solution
Aware that AI was going to upend our industry, we chose early on to bring in the Catalia teams for strategic advisory, team adoption, and technical rollout, so we could stay in the race. The 360° support from Catalia genuinely delivers a better ROI, tuned to our functions and to the specifics of an SME.
Pascal Ferrero
CEO, Enov
As an industrial mid-market company, we felt the need for support to roll AI out effectively across our processes. The Catalia teams ran the team adoption and training. Their expertise and their guidance let us step onto the AI path in an informed, structured way.
Florence Potier
President, Echelle Internationale Group
They chose Catalia to step into the age of AI
You have a project?
Let's talk about it today.
Resources
Catalia studies & articles
Find our analyses, practical guides, and field reports on integrating AI in the enterprise.
Article
Enterprise AI policy: how to set a clear usage framework without pushing teams away
The points to frame, mistakes to avoid, and a 7-step method to set a clear framework without slowing adoption.
Read article
Article
Which AI use cases to launch first in an SMB? The method to prioritize without spreading thin
4 selection criteria, 7 families of relevant uses, and a simple matrix to decide where to start.
Read articleIntegrating AI in a business rarely starts with a tool. First clarify the needs, identify the priority uses, and tailor the support to the organization's maturity level. At Catalia, we move gradually: understanding, experimentation, structuring of uses, then deployment.
The right AI training depends on the starting level, the trades involved, and the goals targeted. Some teams need awareness, others concrete use cases or more advanced skill-building. Our enterprise AI training paths are designed to immediately link learning to field reality.
An AI audit takes stock of your maturity, your real opportunities, and the blocks to lift before deploying anything. It is often the best way to avoid hype effects, prioritize the right topics, and build a roadmap fitted to your organization.
A keynote raises awareness and gives a first level of understanding. A workshop works on concrete cases and surfaces uses. Training goes further by structuring skills and practice over time. These formats are complementary and can be combined in a single journey.
Yes. For an SMB or mid-market company, the stake is not to transform everything at once, but to move forward methodically on the most useful topics. We design custom AI support to help organizations progress step by step, with a realistic, controlled deployment aligned with their resources.
The right use cases solve a real problem, fit into existing practices, and quickly create value. To surface them, cross business stakes, team maturity, and the possibilities offered by the tools. That is precisely the role of our AI workshops, our consulting missions, and our audit work.
A successful deployment rests on three things: well-framed uses, supported teams, and measured progress over time. At Catalia, we favor gradual skill-building to secure adoption, strengthen autonomy, and turn AI into a lasting lever, not a one-off pilot.