What is an AI agent? The definition for business leaders
An AI agent receives a goal, chooses the steps and acts in your tools, under rules you set. The definition, examples, and what it does not do.
SMEsMid-sized companies
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AI in SMEs and mid-sized companies, without jargon
Clear answers to the questions business leaders ask: where to start, what it costs, how to stay compliant, how teams work with agents. Every article is reviewed by a person before publication.
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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 price of an AI agent for an SME or mid-sized company: market ranges, our published prices, running costs and what makes a quote vary.
SMEsMid-sized companies
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What is an AI agent? The definition for business leaders
An AI agent receives a goal, chooses the steps and acts in your tools, under rules you set. The definition, examples, 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 domain: scoping an AI agent project
A task, a process or a whole 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 price of an AI agent for an SME or mid-sized company: market ranges, our published prices, running costs and what makes a quote vary.
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 return on investment 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 the 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 your data is processed when an AI agent works, 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
Your teams already use AI without saying so: what should you do?
Employees use ChatGPT and other tools without written rules. The real risks, and the four-step method to regain control without banning everything.
Mid-sized companiesSMEs
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 the five conditions for going into production.
Mid-sized companies
Why an AI agent needs ongoing monitoring
Software that changes, models that evolve, rules that move: why an AI agent drifts without monitoring, and what serious monitoring should include.
SMEsMid-sized companies
The internal lead: the role that keeps your agents and your memory alive
Neither an IT specialist nor a project manager: the internal lead knows the business, reports cases, keeps the rules up to date. The role, the profile, the time.
SMEsMid-sized companies
Preparing an AI agent project: access, examples and a decision-maker
Access to tools, real examples, special cases, a contact, a decision-maker: the list of what to gather before starting an AI agent project.
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, sending reminders 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
AI-first does not mean AI everywhere: examine every recurring job, write down knowledge, govern the agents, measure.
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
Organising company knowledge in layers: foundation, domains, rules, access
Foundation, domains, trade-off and usage rules, agent access: organising a company memory in layers that lasts over time.
Mid-sized companiesSMEs
Why run a business process audit before deploying AI, and when to skip it
Current state, quantified priorities, roadmap: what a business process audit brings before AI, and when a one-hour diagnostic 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, prices kept in one place, agents that rely on our rules: how we apply at Synergetik the method we offer.
SMEsMid-sized companies
The questions to ask before automating a process
What we learned by writing our Flash Diagnostic preparation questionnaire, and five questions to ask before automating anything.
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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A questionnaire that takes under 10 minutes, a one-hour interview, then within 72 hours a written report: what you can stop doing by hand, the time saved and the order of magnitude of the budget. If an off-the-shelf tool is enough, we will tell you.