AI & automation for 10-to-100-person SMEs
I find what holds your teams back and hand it to AI: the tasks that cost you time, and the ones you never had time for. Small changes, big impact.
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/01 Where the productivity gains hide
No grand transformation programme. I look for the quick wins: the small changes that make your teams more productive, week after week.
Re-keying data from emails or PDFs into the ERP or CRM, building the same Excel report every Monday. Often automation plus light AI rather than pure AI, and where the fastest ROI sits.
E.g. supplier invoices read, checked and entered automatically.
Quotes, tender responses, customer replies, meeting minutes, job descriptions, product descriptions. Anything where someone starts from a blank page but the output is 80% the same each time.
E.g. a quote draft ready in 2 minutes from the customer request.
If everything waits for the one person who does the quotes or validates the documents, that is a business risk and an AI opportunity: prepare the work so only the decision is left.
E.g. pre-checked documents, one-click approval.
Following up old quotes, reactivating dormant customers, analysing the data you already collect. The work nobody has time for, and that pays.
E.g. automatic follow-up on quotes unanswered after 10 days.
Small changes, big impact. That is the only criterion.
/02 Case study
What I put in place at a local technology SME, as their part-time AI lead.
Training sessions built on each person’s real tasks, not on demos. Everyone leaves with concrete uses they apply the next morning.
I worked with the developers to integrate AI agents into their tools and rethink how they work with AI day to day.
A clear course: what to do now, what to prepare, what to ignore. No jargon, no science-fiction promises.
I ran every department through the four-place lens and delivered a prioritised automation plan, with the AI tools that fit each job.
The same eye, applied to the whole company.
/03 Working together
Everything starts with a free, no-strings 30-minute diagnostic. Then two formats, depending on your situation.
Short format
We pick one place together. I design the automation, put it in production with your team within 10 days, and we measure the before / after impact.
To see the value before going further.
Long format
I join your company a few days a month: audit of every department, training and hands-on support for each team on its own tools, advice to management.
To make AI a lasting advantage, without hiring.
In both cases
30-minute diagnostic
Prototype on your real data
Production with your teams
Before / after measurement
/04 About
I’m Maxime. I have built products and AI systems in production, for startups as well as groups such as Bayer, BCG and TechnipFMC.
SMEs of 10 to 100 people deserve the same level of engineering, without the structure or the weight of a consultancy. That is why I created Suksee: a single point of contact who understands your business, automates what costs you time and trains your teams to do the rest.
Maxime Fontanille
AI consultant · Agentic product engineer
Sophia Antipolis, France
Find me on LinkedIn/05 Contact
Describe your business and what wastes your time in two sentences. I come back with one or two concrete automation ideas.
Prefer to talk?
30 minutes to analyze your processes and identify what can be automated quickly.
Book a slot