In 2026, just about every French SME leader knows AI is going to transform their business. The real question is no longer “does this concern us?”. It’s “where do I start without burning €50k for nothing, and without hiring a €90k AI expert I won’t know how to manage?”.
Between the one-off engagement (an audit, a POC, a helping hand) and hiring an in-house AI expert, there is a third path most leaders don’t know about yet: the monthly AI Partnership. A dedicated AI partner, on a fractional basis, with a sustainable pace and a predictable cost. At Codito Ergo Sum, we offer it in 2 complementary tiers, no commitment: Essential at 399 €/mo excl. VAT (the leader structures their AI thinking one-on-one) and Premium at 699 €/mo excl. VAT (the transformation brings the team along, with training and AI agents installed for full autonomy).
This article answers two simple questions leaders have asked us in meetings over the past few weeks: “Concretely, what do you actually do for me for 399 €/mo?” and “When should I move up to Premium at 699 €/mo?”.
Why the one-shot approach doesn’t work for AI
The first classic mistake SMEs make with AI: thinking in one-off projects. “We’ll run a POC on quoting, and if it works, we’ll roll it out.” On paper, that sounds rational. In reality, it fails 7 times out of 10. Why?
Because generative AI is not a tool. It’s a new cognitive layer that touches, in cascade, your sales process, your production, your back office, your management. You can’t install it the way you install a new CRM.
Concretely, here is what happens when an SME attempts AI in one-shot mode:
- Month 1: enthusiasm — you pick a use case, brief a vendor, launch.
- Month 2: the POC runs, but the teams don’t take ownership — change management is missing.
- Month 3: the vendor delivers, invoices, leaves. The leader is left alone trying to push adoption.
- Months 4-5: the tool is used at 20% of its potential. Part of the team has gone back to the old way of doing things.
- Month 6: the promised ROI never materializes. The leader’s silent conclusion: “AI isn’t for us.”
The problem isn’t the POC. The problem is that embedding AI in a company is long-haul work — not a surgical operation. Someone has to be there every month to observe, adjust, train, unblock, and prioritize the next move. A one-off engagement, by design, cannot do that.
The other extreme: hiring an in-house AI expert
Second temptation: “Let’s hire a Chief AI Officer or an AI developer.” In theory, it’s the premium option. In practice, in an SME of 20 to 200 FTEs, it’s almost always a bad idea.
Here’s why:
- A fully loaded salary of at least €90k/year for a halfway serious junior AI profile. Closer to €130k for a senior. And you still have to manage them, give them context, find them projects — otherwise they get bored and leave.
- The AI market shifts every 3 months. An expert hired in 2025 on LangChain is obsolete in 2026 if you haven’t budgeted for their ongoing monitoring and upskilling. An SME structurally cannot keep up with that pace.
- The multidisciplinary profile doesn’t exist. To transform an SME, you need someone who simultaneously masters business strategy, change management, prompt engineering, tool integration, data security and the ecosystem (Anthropic, OpenAI, Mistral, local providers). That rare gem either doesn’t want to work in a 50-person SME, or has already launched their own agency.
- The opportunity cost of a failed hire: 12-18 months lost, and the AI topic discredited internally for 3 years.
For 80% of French SMEs, hiring an in-house AI expert is not the right answer in 2026. Not because they don’t need one — because they have neither the critical mass to employ one well, nor the AI maturity to manage one well.
The monthly AI Partnership: the format that solves both extremes
The AI Partnership rests on a simple idea: an SME needs an AI partner, not a vendor. Someone who comes back every month, who knows your business, who pushes topics forward, trains your teams, and anticipates the next moves. Time-shared across several SMEs, and therefore financially accessible.
At Codito, we structured the offer in 2 tiers, because we realized there were two very different profiles of leaders: those who want to structure their AI thinking one-on-one (Essential at 399 €/mo is enough), and those who want to accelerate the transformation WITH their team (Premium at 699 €/mo adds group training + AI agents installed for full autonomy).
The foundation shared by both tiers: 5 structuring services delivered every month
Whichever tier you choose, the Codito AI Partnership rests on 5 recurring pillars, delivered without exception:
1. A monthly 90-minute session with your dedicated AI partner
Not a sales call. Not an “everything’s fine” report. A strategic session where we look together at: what’s working, what’s stuck, what to launch next month, and where we stand on the AI roadmap. With the leader, or with the leader + operations manager duo when relevant.
Why 90 minutes and not 60? Because in an hour, you deal with the urgent stuff. In 90 minutes, you step back. And AI, in an SME, systematically requires stepping back — otherwise you fall right back into firefighting.
2. An actionable monthly report, delivered within 72 hours
After each session, your AI partner produces a written report of 8-12 pages. Not a pretty-but-hollow PowerPoint. An operational document with:
- The 3 to 5 priority AI workstreams for the following month, scored by effort × impact
- The evolution of your AI Maturity Score across 6 dimensions (data, infrastructure, skills, governance, culture, security)
- The actions to take on the team side (training to schedule, prompts to standardize, integrations to test)
- The sector opportunities detected during the month (a relevant new tool, field feedback from a similar client, regulatory changes)
It’s the document a leader can send to their executive committee on Monday morning without touching it up.
3. A direct WhatsApp/Slack channel with your AI partner
AI doesn’t conveniently pause from the 1st to the 30th of the month while waiting for the next session. When a salesperson asks you “can I upload the competitor’s technical bid into ChatGPT?”, or your production manager says “hey, I wonder if we couldn’t automate invoicing…”, you need an answer the same day — not in 3 weeks.
The AI Partnership includes a direct asynchronous channel with your dedicated AI partner. Answers within 24 business hours. No tickets, no queue, no chatbot. A human who knows your company, and who answers.
4. Monthly tracking of your AI Maturity Score
How do you know whether you’re genuinely making progress on AI? Not by counting the tools you’ve bought. By measuring your AI maturity across 6 objective axes.
The Codito AI Maturity Score assesses, every month:
- Data: quality, accessibility and structure of your data assets
- Infrastructure: technical capacity to deploy and run AI solutions
- Skills: your teams’ AI proficiency, ability to use the tools day to day
- Governance: rules, validation processes, leadership sponsorship
- Culture: team buy-in, adoption curve, resistance
- Security: GDPR compliance, protection of sensitive data, sovereignty
Out of 60. Tracked month after month. When your score climbs from 18 to 35 in 6 months, you know the money is well spent.
5. The progressive upskilling of your teams
The most underestimated lever. An SME’s AI is worth nothing if the teams don’t know how to use it. Part of the AI partner’s role is to transfer knowledge — so that after 12-18 months, you depend on them less than you did at the start.
Concretely, the AI Partnership includes, over the first 12 months:
- Themed training sessions (business prompts, data security, no-code automations) built into the monthly session
- The standardization of the prompts most used in your company, documented in an internal library
- Spotting the “AI champion” employees who can become internal relays
- A progressive transfer of autonomy on mature topics
The end goal is that you can stop the AI Partnership the day you no longer need it. Not that we keep you loyal through dependency.
Premium at 699 €/mo: what you get on top of Essential
Essential at 399 €/mo is enough for a leader who wants to structure their AI thinking one-on-one. But many tell us: “I want my team to level up at the same time, and I want us to actually install things that run.” That is exactly the Premium promise, and it is built around 3 areas:
Area 1 — A dedicated team training session every month
On top of the 90-minute leadership review, Premium includes a second 90-minute session dedicated to the team (up to 6 people). We don’t deliver a generic “AI in the workplace” course — we work on the tools the team already uses (its office suite, its CRM, its business tools), and we help them weave AI into their daily work.
Area 2 — Training calibrated to your business, not a generic course
Accounting team? They learn AI-assisted bookkeeping and data extraction from invoices. Sales team? They learn to generate proposals and prepare a meeting in 5 minutes. Support team? They learn to deploy an internal chatbot for the documentation. The content of each session is calibrated to your tools, your processes, your sector.
Area 3 — AI agents installed for autonomy (Cowork, Claude Code, Make, n8n)
This is the major difference. During the sessions, we don’t just train — we install 1 or 2 simple AI agents together using accessible tools (Cowork, Claude Code, Make, n8n): automated sector monitoring, a writing assistant, automation of repetitive tasks. The team walks away with agents that are up and running AND the skills to add more on their own.
⚠️ Important point: complex agents integrated with your core systems (CRM, ERP, document management, approval workflows) are not included in Premium. They fall under Custom Development (from 3,000 € excl. VAT, on quotation). The line is clear: Premium = training for autonomy + simple agents installed together; Custom Development = industrial-grade agents integrated with your systems, delivered turnkey.
The real ROI of an AI Partnership at 399 €/mo (Essential) or 699 €/mo (Premium)
The math is simple. 399 €/mo excl. VAT comes to 4,788 €/year excl. VAT for Essential — 699 €/mo excl. VAT comes to 8,388 €/year excl. VAT for Premium. To pay for an Essential, AI only needs to save you:
- Either one hour a week of management time (≈ €50/h fully loaded) — the low end of a well-implemented AI use case
- Or one better-priced quote per month on a €50k project with 2% of margin recovered
- Or a single bad AI decision avoided over the year (an €8k tool nobody uses, a poorly scoped POC, a premature AI hire)
To pay for Premium, add this: 1 simple AI agent installed that saves a single person 30 minutes a day is already ~€3,500/year recovered. And team training typically turns 3-4 employees into active AI users instead of 1 or 2.
Concretely, across the AI Partnerships we run, the average measurable ROI sits between 5x and 15x the cost in the very first year (both tiers). And beyond the number, there is the unquantifiable value: the peace of mind of a leader who knows they are not falling behind, and the autonomy of a team that no longer feels overwhelmed by AI tools. Hard to put in euros, but enormous.
Field case: VLT Notaires, from diagnosis to lasting adoption
A quick real-world case to make all this tangible. VLT Notaires, a 26-person notarial firm based in Grasse, started with Codito through a Strategic AI Audit (Essential Pack) in 2025. The audit revealed 10 major frictions and €527,000/year in hidden costs — lost time, duplicate data entry, inefficiencies (figures taken from the Codito audit report).
The audit could have remained a “nice document, we’ll see” deliverable. Instead, the firm followed up with a monthly AI Partnership while the first solutions were being developed. The result: the roadmap was kept on track month after month, the teams were trained in parallel, and the managing partner never lost the thread. In the words of Jean-Philippe Vouillon, partner notary: “The Codito Ergo Sum team is highly competent.”
The AI Partnership didn’t replace the audit. It activated it. It’s the combination that produces the value.
Who it’s for, who it’s not for
Let’s be honest. The AI Partnership is not the right offer for everyone. And between Essential and Premium, the right tier depends on your maturity and your ambition.
The Essential AI Partnership (399 €/mo) is for you if:
- You run an SME of 10 to 50 people and want to structure your AI thinking one-on-one
- You need a clear heading and an actionable monthly report, with no big upfront ticket
- You want to embed AI for the long run, not pull off a one-off stunt — with a no-commitment solution
- You’d rather have a fractional partner who comes back every month than a one-off consultant who delivers and leaves
The Premium AI Partnership (699 €/mo) is for you if:
- You have a team to bring along in the AI transformation (sales, operations, support, accounting…)
- You want your employees to install their own AI agents instead of depending on a vendor
- You want to accelerate: 2 sessions/month (leader + team) instead of 1, training calibrated to your tools, AI agents run autonomously
- You’ve understood that AI in a company is not about the tools — it’s about the people who take hold of them
The AI Partnership is not for you if:
- You have a very specific AI project, already scoped, that requires intensive development → go for Custom Development (from 3,000 € excl. VAT)
- You want to try AI for 1 month and stop → a one-off Audit will serve you better
- You’re looking for pure training (no installation, no strategic heading) → a dedicated training program is a better fit
- You’re a large group with a structured AI department → the AI Partnership isn’t sized for you
Why 399 € and 699 € — not 1,500 €, not 99 €?
A fair question. Here is the logic behind the pricing:
Why not 99 €: at 99 €/mo, you cannot deliver a 90-minute session + an actionable report + a direct channel. It inevitably becomes a degraded service that ends up as a chatbot or a newsletter. We’d rather not do it.
Why not 1,500 €: above 1,000 €/mo, you’re addressing structured mid-sized companies, not the 10-50 person SMEs that are our core target. And above 800 €/mo, an SME leader perceives it as a recurring cost line to be challenged constantly — not the right feeling for a transformation partner.
399 €/mo (Essential) is the sweet spot to get started: €13/day, just below the psychological threshold of perceived recurring spend. At that price, the leader no longer asks every month “should I keep going?”. They ask “what do we tackle this month?”.
699 €/mo (Premium) is the right price to bring the team along: an in-house AI profile costs €3,500 to €5,000/month fully loaded. A consulting firm bills €1,500 to €3,000/month for far less proximity. At 699 €/mo with no commitment, the client gets a dedicated consultant, team training, and AI agents installed in-house — for a fraction of the cost.
How to start a Codito AI Partnership
The process is deliberately simple:
- A 30-minute scoping call to check that the AI Partnership is the right format for you. If it isn’t, we point you — without hesitation — toward an Audit, a Custom Development, or even another agency if you’re outside our scope.
- Kickoff within 7 days. First session booked, dedicated partner assigned, direct channel opened.
- First monthly report at day 30. You already have your initial AI Maturity Score and the roadmap for the next 90 days.
- No commitment. Cancel anytime, by email, no justification needed.
The Codito AI Partnership is today the format we recommend to 80% of the SME leaders we meet. Not because it’s our most profitable offer — because it is, structurally, what produces the most value over 12-24 months.
Conclusion: Essential or Premium, it’s the life insurance of your AI strategy
AI in 2026 is no longer optional. Over the next 24 months, it will touch your productivity, your competitiveness, your ability to recruit, your profitability, your customer relationships. You cannot ignore it.
But you can approach it badly. And statistically, that’s what is happening to most SMEs today: too much money spent on poorly calibrated tools, too much initial enthusiasm that fizzles out, too many abandoned POCs.
The monthly AI Partnership is not a miracle cure. It is simply the right intensity of presence for an SME to embed AI for good. Not too heavy, not too light. Sustainable. And that is exactly what most leaders need.
Want to see whether the AI Partnership is right for you?
Book 30 minutes with Emile to scope it together.