Perspectives
What we observe, and what we take from it.
Considered writing on business transformation — and, now and then, news from the firm.
Contents
Two registers, one standard.
The analyses take the time to follow an argument through. The business reports on what Maeliom does — without turning every signature into a press release.
Local AI: running an LLM inside the business, without the cloud
Running a language model on your own hardware has become realistic for a small business. It is neither a lab project nor a cure-all.
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ChatGPT and GDPR: governing the use of AI in the business
Your teams already use AI. The question is no longer whether to allow it, but how to govern it — and a ban that cannot be enforced governs nothing.
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GEO or SEO: the dilemma does not exist, the trade-off does
The two are not opposed — one is the groundwork for the other. What gets traded off is marginal effort: where to put the next day’s work.
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Sovereign cloud: what it really protects, and what it does not
Hosting in France is not enough. What counts is the law the host is subject to — and that is the one thing a sales brochure does not show.
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Automating regulatory monitoring without losing the decision
A chatbot improves one person’s work. Breaking down a process improves the work of the whole organisation.
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Private LLM and AI sovereignty: who sees your decisions go by?
An assistant sees what you show it. A model that routes your processes sees everything that passes through them.
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The limits of AI: choosing your use cases well
A gold medal at the mathematics olympiad, an analogue clock read correctly half the time. The right question is not “is AI ready?” but “ready for which task?”.
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The consultant who stops at the diagnosis leaves you the hard part
A recommendation is not a result. Between the two sits implementation — and that is where most engagements stop.
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Digital sovereignty: what a small business can really control
The subject is treated as a matter of state. Yet it is settled every week, in contracts signed by companies of twenty people.
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AI workflow: not every decision deserves an LLM
Most steps in an automated process are switches. Handing them to a model built to write amounts to paying a writer to do the sorting.
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AI literacy: AI is not plateauing, your organisation is
Almost every organisation surveyed says it has adopted AI. Almost none has deployed it at scale. The gap does not come from the tools.
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AI in small businesses: where to start without exposing your data
Start with a measurable use, not with a tool. It is the only way to know, after a few weeks, whether AI is actually saving anything.
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IT master plan: the small-business version
A small business’s master plan fits in a few pages, and it is reread every year. Beyond that, it describes a business that no longer exists.
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What the AI Index 2026 says to smaller businesses
Four hundred and twenty-five pages from Stanford, in English, centred on the United States. What matters for a smaller business fits in twenty minutes.
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An infrastructure audit starts with what nobody knows any more
The first useful deliverable is not the list of weaknesses. It is the list of things nobody inside the company can answer any more.
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The real question is not who created it, but what it cost
The industry has begun to answer the question of authorship. The question of effort remains wide open — and it is the more interesting of the two.
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Software stopped being the bottleneck. Judgement didn’t.
AI does not destroy value. It moves it — out of the software layer and into written-down judgement, which almost nobody has taken the time to write down.
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The iPhone Duo keeps the same aspect ratio. Your site will break anyway.
Apple deliberately kept a single aspect ratio across the folded and unfolded screens. The break is elsewhere — and it is harder to fix.
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IT audit for small businesses: what it covers, what it must produce
A useful audit ends in decisions ranked by priority, not in a report that gets filed away. Everything else follows from that.
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Being cited by an AI is decided in the page, not in the tag
You do not submit a site to ChatGPT. You write pages a machine can repeat without getting it wrong — which first requires knowing what you assert.
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AI accelerates a skill. It does not manufacture one.
Delegating assumes you can judge what comes back. The question is therefore not whether to use AI, but from what point.
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AI and scientific research: why small models win
A laboratory is asked to “do AI”, and it looks first at the largest models. It is often the smallest that wins, and it fits in-house.
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AI and jobs: who will train tomorrow’s seniors?
The public debate pits job creation against job destruction. The signal in the data is finer, and more awkward: AI takes first the tasks through which people learn the trade.
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Digital accessibility is not just the French RGAA
Most companies that believe themselves out of scope are reading the wrong text. The RGAA does not bind them; another one does.
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SaaSpocalypse: what Salesforce’s results and Agentforce do to the thesis
The thesis announced the end of enterprise software in the face of AI. Four days later, the company it named first posts its best results and partners with the firm that was supposed to bury it.
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What AI makes you gain shows immediately. What it makes you lose does not.
Productivity gains are measured by the quarter. Lost judgement is measured at the first incident where nobody is left to say the answer is wrong.
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GEO is not SEO with extra steps
A generative engine does not rank pages: it writes an answer and cites its sources. You do not win a position there, you win a mention.
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Getting noticed without spreading thin
A smaller business setting out to “do digital” almost always starts with the most expensive and least decisive question: which channel.
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Studio MIKL becomes Maeliom
The name changes because the work changed shape. Here is what that covers, and what it does not.
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AI usage charter: who is accountable when AI gets it wrong?
The question never comes up before the incident. It comes up the day a wrong answer has gone out to a client, and nobody knows who should have checked it.
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IT asset management: the method before the tool
The tool comes last. Asset management software installed on an incomplete inventory with no written rules only automates the disorder.
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Website redesign cost: what really makes the budget vary
The gap between two quotes rarely lies in the design. It lies in scoping, content and migrating what exists — the three lines people read least.
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IT maintenance contracts: what you sign, and what you think you signed
A maintenance contract describes effort. You think you are buying availability. The gap becomes apparent on the day something fails.
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IT usage policy: what it must contain to be of any use
A policy nobody reads protects nobody. To be of use, it must describe how the business actually works — and be enforceable against those it binds.
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GDPR Article 28: what a data processing contract must contain
A supplier processing your data without a compliant written agreement exposes you. Not them.
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Website specification: the method, an example, the template
A specification describes the problem to solve, not the list of pages. That is what makes quotes comparable — and the project checkable on delivery.
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Website redesign: the steps for not losing your search rankings
A poorly prepared redesign wipes out years of search rankings in one evening. A well-prepared one loses almost nothing — and the difference is made before the mock-up.
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A GDPR audit is not a legal audit
Compliance is not settled in the paperwork but in what is actually done with data. An audit that looks only at the former reassures without protecting.
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The exit clause you will wish you had written
An outsourcing contract is judged at the moment you want out of it. Rarely before.
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IT outsourcing does not transfer responsibility
You delegate the doing. You never delegate the standard. The whole difference between IT outsourcing that holds and outsourcing that drifts sits in that sentence.
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IT audit: eighteen checkpoints, and who the report is actually for
An IT audit that only an IT person can read has not done its job.
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The DPIA: whether it is required is the easy question
Working out whether a data protection impact assessment is required takes an hour. Working out who runs it, and on what information, takes a great deal longer.
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IT strategy: three costed scenarios beat one inventory
An IT roadmap that does not say what each option costs is not a plan. It is a wish list.
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Mapping is not inventorying
An inventory lists the applications. A map says what depends on what. Only the second lets you decide anything.
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Website redesign: why most change nothing
Sites get rebuilt to fix a problem the site never caused.
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Digital transformation does not exist
There are only businesses that transform, and tools that follow.
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Maeliom Ventures acquires a stake in GenEvolutioN
Maeliom Ventures takes part in the capital increase of GenEvolutioN, a company conducting toxicology and life-sciences studies.
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Speaking to several cultures means first knowing who you speak to
Adapting a message to different audiences is positioning work before it is campaign work.
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Communicating a vague strategy well only spreads the vagueness
Internal communication is a multiplier. What it multiplies depends entirely on what it is given to carry.
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Customer experience is not a digital project
The pillars of customer experience describe an organisation long before they describe an interface.
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Email will not rescue an offer you cannot describe
The returns on email marketing are real. They say nothing about the quality of what you send.
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A visual identity does not invent a positioning, it expresses one
What makes an identity strong is not its execution but the decision it expresses.
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Prospecting without positioning is paying to be ignored
Adding channels never compensates for an offer you cannot describe in one sentence.
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Online reviews are a symptom, not a lever
You can work on your reviews. You cannot work for long against what produces them.
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