AI agent, chatbot, automation: what is the difference for an SME?
Automation, chatbot or AI agent: definitions by example, what an agent does and does not do in an SME, and five questions to help you choose.
33 articles
The article photos are AI-generated.
AI in SMEs in France, Spain and Belgium: the 2025-2026 figures
SMEs with 10 to 249 employees using AI in early 2025: Belgium 33%, Spain 19.1%, France 17% (Eurostat). France Num 2026, barriers and sources.
Custom software, SaaS, no-code or AI generator: how to choose?
Off-the-shelf software, no-code, AI generator or custom software: public prices noted in 2026, three-year cost and a decision grid in six questions.
Training your employees in AI: what European law really requires in 2026
Article 4 of the AI Act, rewritten in July 2026: take measures, with no guaranteed level and no EU-wide fine. What an SME can do.
The AI lead in an SME: role, profile and time to set aside
The AI lead in an SME: their tasks, the right profile (no need to be an IT person), the time to allow and the training to run your agents.
Approve, correct, reject: working well with an AI agent day to day
Reading an AI agent's suggestion, choosing between approving, correcting or rejecting, reporting a case that keeps coming back: the skills learned during onboarding.
Your teams already use AI. Your company does not yet.
In 2025, one in four people in work in France used generative AI at work (Eurostat). What SMEs lack: organisation.
Chasing unpaid invoices with an AI agent, without upsetting your customers
An AI agent can track your due dates and prepare reminders in the tone you choose. You keep the formal notice, the credit note and disputes. What the law says.
Supplier invoices and supporting documents: hand the collection to an agent, keep control of the entries
Our AI agent, currently in preparation, will collect your supplier invoices and propose account coding and bank reconciliation. You will approve every entry. It will never pay.
Overflowing contact@ inbox: sorting emails and preparing replies with an AI agent
Sort the contact@ inbox, create tickets and prepare replies in French, Dutch or Spanish with an AI agent, under human control.
Preparing and following up your quotes with an AI agent, from first contact to invoice
An AI agent can qualify your enquiries, prepare quotes from your catalogue and chase your clients. No quote goes out without your approval.
Prospecting with AI in France, Spain and Belgium: what works and what the law allows
Prospecting by email in France, Spain and Belgium: what the law allows, the limits of autonomous agents and the right split between AI and humans.
Spotting a struggling customer before the unpaid invoice: an agent that reads legal notices
Every week, an agent can cross-check your customers, your late payments and the BODACC notices to flag risks. It alerts, you decide.
Which process to start with? Choosing the first job to hand to an AI agent
Five criteria for choosing the first job to hand to an AI agent, the poor candidates, and what a one-page audit contains.
How far should an AI agent act alone? The four autonomy levels
Keeping control of an AI agent: four levels, from shadow to supervised autonomy, passed on the basis of measurements and with your written agreement.
Testing an AI agent before handing it the work: the shadow trial
A few weeks where the AI agent suggests and your team works as usual: we compare, we measure, then you decide on going live.
Supervising AI agents day to day: alerts, monthly report and agents that flag their own problems
Who watches an AI agent once it is installed? Frozen versions, alerts, tickets opened by the agent itself, monthly report and review of autonomy levels.
Why so many AI agent projects disappoint, and how to avoid it
Autonomy too early, no measurement, a poorly connected tool, opacity, forgotten supervision: five mistakes that make AI agent projects fail, and how to counter them.
AIs that copy themselves? What it changes for your SME’s agents
Anthropic and Palisade Research tested AIs able to copy themselves from one machine to another. What was shown in the lab, what remains a projection, and the safeguards that matter for an SME.
EU AI Act: what an SME using agents must do in 2026
Deployer or provider, a chatbot that must say it is an AI since 2 August 2026, high-risk postponed to 2027: the AI Act read for an SME.
GDPR and AI agents: who is responsible for what when AI reads your emails and invoices
GDPR and AI agents: who is the controller, what the processing contract must contain and how each agent limits the data it reads.
Mandatory e-invoicing: the timetable in France, Belgium and Spain
E-invoicing: verified dates for France, Belgium and Spain, and what they change for your software and your AI agents.
Custom software built with AI: who owns the code, and what does the contract say?
Code written with AI: what copyright law says, how to word the assignment of rights, how to obtain the source code, and what the Cyber Resilience Act changes.
Where do your AI agents run and where does your data go? The three deployment options
Where your AI agents run, where Claude reads your data: Bedrock and Google Cloud in Europe, the open Mistral model, and our three deployment options.
Connecting an AI agent to Pennylane and Qonto: what their APIs allow
Pennylane API V2 and Qonto Business API: what an AI agent can read, why to use OAuth, and how to keep it away from payments.
Odoo, Microsoft 365, Google Workspace: which software can an AI agent connect to?
Odoo, Microsoft 365, Gmail, Sellsy, Axonaut, Holded, Teamleader, Exact Online: interfaces, permissions and limits checked, and the Odoo 22 deadline in 2028.
n8n, Make, Zapier, Copilot Studio or a custom agent: which to choose?
Make, Zapier, n8n, Copilot Studio or a custom agent: public prices in October 2026, limits, the n8n licence, and when a coded agent is justified.
Skills and MCP: what is the difference, and why I prefer to build the connections myself
A skill teaches an AI agent a procedure; MCP plugs it into a tool. What sets them apart, and why I write and review the connectors myself.
How much does an AI agent cost an SME in 2026? Published prices in France, Spain and Belgium
Dated survey of prices displayed in France, Spain and Belgium: set-up from €499 to €4,000, supervision from €49 to €900 per month, and our method.
Measuring the return on investment of an AI agent: the method, without promises
A four-step method to work out for yourself whether an AI agent pays off in your SME, using your figures rather than averages.
Public funding for an AI project in an SME in 2026: France, Spain, Belgium
Diagnostic Data IA, Kit Digital, Kit Consulting, Start IA, Tremplin IA, SME portfolio: status as of 12 October 2026, amounts and official links.
Custom software: what if you were the one to propose the budget?
You propose your budget, we show the estimate and two or three scopes. A floor, a single counter-offer, a firm price paid in 3 instalments.
Maintaining custom software: how much to budget each year, and for what?
Market benchmark, what an offer contains, three tiers and warranty after acceptance testing: what maintaining custom software costs.
