What is an AI agent? The definition for business leaders
An AI agent receives a goal, chooses the steps and acts in your tools, following your rules. The definition, a concrete example, and what it does not do.
SMEsMid-sized companies
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AI in SMEs and mid-sized companies, without jargon
Where to start, what it costs, how to stay compliant: clear answers, reviewed by a person.
Start here
Start here
Three articles to lay the groundwork.
Where should an SME start with AI? The five-step method
No need for a big project: start from lost time, measure it, hand over a first task, then expand. The five-step method, without jargon.
SMEs
How much does an AI agent cost in 2026?
The cost of an AI agent for an SME or mid-sized company: what makes it vary, 2026 market ranges with sources, and how to get a quote for your case.
SMEsMid-sized companies
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Shadow AI: your employees use their own ChatGPT account, what should you do?
67% of French employees who use AI rely on tools their company does not provide. The risks, and how to equip them without banning everything.
SMEsMid-sized companies
What is an AI agent? The definition for business leaders
An AI agent receives a goal, chooses the steps and acts in your tools, following your rules. The definition, a concrete example, and what it does not do.
SMEsMid-sized companies
AI agent, chatbot, automation: what are the differences?
Chatbot, automation, assistant, AI agent: what each one does, the effort it takes, and which to choose for the work you want to hand over.
SMEsMid-sized companies
Where should an SME start with AI? The five-step method
No need for a big project: start from lost time, measure it, hand over a first task, then expand. The five-step method, without jargon.
SMEs
Which processes should you hand to an AI agent first? Five criteria
Volume, accessible data, tolerance of error, measurable gain, reversibility: the five criteria for choosing the first work to hand to an AI agent.
SMEsMid-sized companies
ChatGPT, Copilot or a custom agent: which is right for your company?
An off-the-shelf tool helps each person; a custom agent does a specific job in your tools, with your rules. How to choose, and when to combine the two.
SMEsMid-sized companies
Connecting an AI agent to your existing tools, without changing everything
ERP, CRM, accounting, email: an AI agent works in your current tools. How it connects to them, and what to do when a tool resists.
SMEsMid-sized companies
Task, process or business domain: scoping an AI agent project
A task, a process or a whole business domain: three project sizes. How to recognise yours, with examples, before asking for a quote.
SMEsMid-sized companies
How much does an AI agent cost in 2026?
The cost of an AI agent for an SME or mid-sized company: what makes it vary, 2026 market ranges with sources, and how to get a quote for your case.
SMEsMid-sized companies
How to calculate the return on investment of an AI agent
Time saved, shorter lead times, cash flow: the simple method to estimate the ROI of an AI agent before signing, then measure it afterwards.
SMEsMid-sized companies
Public funding for an AI project: what really exists in France in 2026
Bpifrance, regions, chambers of commerce, training: the French schemes that can fund an AI project in an SME or mid-sized company, and the traps to avoid.
SMEsMid-sized companies
Freelancer, IT services firm, agency or in-house: who should run your AI project?
Freelancer, AI agency, consultancy, IT services firm or in-house team: strengths, limits and price ranges of each, and questions to ask before choosing.
SMEsMid-sized companies
AI and the GDPR: what to check before deploying an agent
Necessary data, legal basis, retention periods, people’s rights, processors: the GDPR checklist to go through before entrusting data to an AI agent.
SMEsMid-sized companies
AI Act: what changes for SMEs and mid-sized companies, and when
Prohibited practices, AI literacy, transparency, high risk: the AI Act timeline and what it concretely requires from an SME or a mid-sized company.
SMEsMid-sized companies
Where does your data go when you use AI?
Europe, France or your own premises: where an AI agent processes your data, what processing in France really costs, and what to require in writing.
SMEsMid-sized companies
Can an AI agent make mistakes? Errors, hallucinations and safeguards
Yes, an AI agent can get things wrong. The five safeguards that make errors rare, visible and recoverable: real cases, hand-over, approval, records.
SMEsMid-sized companies
Preparing your teams for the arrival of AI agents
Concerns, roles, onboarding: how to involve your teams in the arrival of an AI agent so that they adopt it, instead of working around it.
SMEsMid-sized companies
Mid-sized companies: moving from AI trials to production
Many trials, few agents in service: why AI projects stall after the proof of concept in mid-sized companies, and five conditions for going into production.
Mid-sized companies
Why does an AI agent drift without monitoring, and how do you prevent it?
Software that changes, models that evolve, rules that move: what makes an AI agent drift, and what serious monitoring should include.
SMEsMid-sized companies
Internal AI lead: the role that keeps your agents alive
The internal AI lead knows the business, reports cases and gets the rules updated. The role, the profile, and the time to give them.
SMEsMid-sized companies
Preparing an AI agent project: the checklist to stay on schedule
Access, real examples, special cases, a contact, a decision-maker: what to gather so that an AI agent project stays on schedule.
SMEsMid-sized companies
Supplier invoices: what an AI agent takes on
Receipt, reading, matching with the order, coding: what an AI agent does with your supplier invoices, with French e-invoicing since 2026.
SMEsMid-sized companies
Payment reminders and unpaid invoices: handing collections to an AI agent
Spotting late payments, chasing in the right tone, preparing the formal notice: how an AI agent takes on your customer reminders, under your approval.
SMEs
Customer service: what an AI agent handles alone, and what it passes on
Routine requests, order tracking, escalation, complaints: where an AI agent helps your customer service, and where a person must stay in charge.
SMEsMid-sized companies
Becoming an "AI-first" company: what it really changes
Examine every recurring job, put knowledge in writing, govern the agents, measure: the four reflexes of an AI-first company, step by step.
SMEsMid-sized companies
Why your AI agents need a shared memory and shared rules
An agent that does not know your rules is right for everyone and wrong for you. What a shared company memory brings.
SMEsMid-sized companies
Company memory: five layers to make it last
Foundation, business domains, trade-off and usage rules, agent access: organising a company memory in layers that lasts over time.
Mid-sized companiesSMEs
Do you need a domain audit before deploying AI?
Current state, quantified priorities, roadmap: what a domain audit brings before AI, and when one hour of scoping is enough.
SMEsMid-sized companies
Making several AI agents work together, without chaos
One role per agent, written hand-overs, shared rules, a single source of truth: how to organise several AI agents like a team.
Mid-sized companiesSMEs
How we use our own company brain, day to day
Written decisions, offers kept in one place, agents that rely on our rules: how we apply at Synergetik the method we offer.
SMEsMid-sized companies
Before automating a process: the five questions to ask
Frequency, accessible data, cost of an error, measurement, a way back: five questions to tell whether a process is ready to be automated.
SMEsMid-sized companies
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Most of our articles are written in French first; their English translations follow. The French blog
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