Agence Merlin

The AI agency that automates your processes — without changing your tools.

Merlin designs and deploys AI agents and automations inside the tools you already use. Process audit, production within weeks, long-term support. Public pricing, your data stays with you.

Book a free diagnostic (30 min)

No commitment.

By the team of Fullstack Paris.

They put their trust in us

A new agency? Not really.
Merlin is the AI studio of Fullstack, a digital agency in Paris since 2015.

We were not born with ChatGPT: we have been building the web for more than 15 years, and we now put AI agents into production. We are developers.

This technical depth considerably widens the range of solutions we can bring to our clients: the speed of no-code SaaS when it is the right answer. But also the power of custom development, where tool assembly reaches its limits.

Disneyland Paris
EDF
Sanofi
Havas
Sarenza
Covéa
Acadomia
Bayer
Oddo BHF
Tati
Partouche
Germitec
Adisseo
Ergalis
Gestour
Stéphane Plaza
Music et Opéra
La Rochère
marin's
Comptoir de Famille
Chacok
Amadeus
Comparadise
Evereden Search
Dartagnan
Hyperassur
La Grande Récré
Menzzo
Optimal Gestion
Rey
Tous mes bijoux
Club des Enfants Parisiens
What we do for you

AI agents and automations that give your teams their time back.

We analyse your business flows, reconnect your tools and deploy coherent systems, to raise the productivity of your teams and the profitability of your operations.

58 %

of French SMB and mid-market executives consider AI vital to their survival within 3 to 5 years

43 %

only have a defined AI strategy

Where to start, what to automate first, how to move fast without spreading thin? That is exactly where we come in: guidance to identify the most relevant use cases, custom tools built for your teams, and upskilling your people as the deployment unfolds.

Source: Bpifrance Le Lab, "AI in French SMBs and mid-caps", 2025. 1,209 executives surveyed.

What makes us different

Inside your existing tools

Your agents and automations settle into your CRM, your ERP, your e-mail, Slack or Notion. No migration, no new tool for your teams to adopt

Public pricing

Our price ranges are public, line by line, further down this page. You know whether it fits your budget before you even call us

Your data stays with you

Self-hosted automations (n8n self-hosted) when relevant, European models when possible, GDPR and the AI Act built in from day one

Stack

The tools we master
and plug into yours.

From automation platforms to LLM models to code: we pick the building block that fits your context, not the one that suits us.

n8nn8n
MakeMake
ZapierZapier
Power AutomatePower Automate
OpenAIOpenAI
ClaudeClaude
Mistral AIMistral AI
GeminiGemini
DeepSeekDeepSeek
LlamaLlama
LangChainLangChain
Hugging FaceHugging Face
HubSpotHubSpot
NotionNotion
SlackSlack
Google WorkspaceGoogle Workspace
PythonPython
TypeScriptTypeScript
Node.jsNode.js
PostgreSQLPostgreSQL
SupabaseSupabase
MongoDBMongoDB
DockerDocker
AWSAWS
VercelVercel
GitHubGitHub
What we deploy

What an AI agent can take over in your business.

This list is nowhere near exhaustive: wherever your teams read, sort, re-type or wait for information, there is a gain to capture. That is precisely what the audit is for: spotting the ones worth it in your business.

Sorting and answering inbound e-mail

Every message read, classified, routed: simple requests handled directly.

LLM

Lead qualification and follow-up

Every form scored, enriched and followed up without delay.

LLM

Quotes and sales proposals

Generated from your prices and product data, ready to proofread.

LLM

First-line customer support

Common questions handled, the rest routed to the right person.

LLMRAG

Searching your documents

A sourced answer, drawn from your procedures and contracts.

RAG

Document reading and extraction

Invoices, purchase orders, contracts: the data enters itself.

LLM multimodal

Invoicing and payment reminders

Reminders sent on time, no more invoices left sleeping.

LLM

Accounting reconciliation

Entries reconciled, discrepancies flagged before closing.

LLM

Automatic reporting

The weekly report prepared and distributed: sales, ops or finance.

LLM

Meeting minutes

Transcript, decisions, actions assigned in your tools.

Speech-to-textLLM

Screening and answering job applications

CVs read, profiles matched to the role, personalised replies.

LLM multimodal

Customer feedback analysis

Reviews and tickets sorted by theme, pain points surfaced in plain words.

LLM

Monitoring and digests

Sources tracked, the essentials summarised in Slack or by e-mail.

LLMRAG

Internal conversational assistants

Your procedures searchable in natural language by your teams.

LLMRAG

Editorial content generation

Product sheets and articles written in your tone, ready to proofread.

LLM

Augmented phone reception

Calls answered, intent identified, message passed on or meeting booked.

Speech-to-textText-to-Speech
Method

From audit to a running agent. In 6 weeks.

No six-month tunnel, no platform to adopt. Four steps, a concrete deliverable each time, and an exit door after the audit.

Step 01Weeks 1-2

Audit of your processes

We immerse ourselves in your tools, interview your teams, map the repetitive tasks. We only keep the cases that truly save time.

You leave withA prioritised automation plan, costed in recoverable time. It is yours, whether you continue with us or not.

Step 02Weeks 3-4

First agent, inside your tools

We build the most profitable case directly in your environment: CRM, e-mail, spreadsheets. A demo every week, adjustments live.

You leave withA working agent, tested on your real data. Nothing goes to production without your green light.

Step 03Weeks 5-6

Go-live

Guardrails, permissions, GDPR compliance. We train your teams so they can drive the agent without us.

You leave withAn agent in production, documented, that you own 100%.

Step 04Ongoing

Adoption, then what comes next

We track real usage, adjust, and identify the next cases. A project is finished when your teams use it every day.

You leave withA monthly review: time recovered, adjustments, next automations.

A single point of contact, from first call to production Your tools, not ours You own everything we deploy Nothing in production without your approval
Sovereignty & compliance

Your data goes nowhere.

Hosting

Self-hosted or EU — your choice.

GDPR

Processing register, data minimisation, DPA.

AI Act

We qualify the risk level of every use case before deploying.

Services & pricing

How much does an AI agent cost? Our ranges, public.

Custom work has no catalogue price. But you deserve an order of magnitude before booking a call. Here are our real ranges, and what makes the price vary.

01

AI audit & strategy

Process mapping, data audit, costed use cases, deployment roadmap.

02

AI agents

Agents that handle your e-mail, qualify your leads, prepare your quotes — under human supervision.

03

Chatbots & AI assistants

Conversational assistants for your teams or your customers, document retrieval (RAG), voice variant possible.

04

Workflow automation

Your processes connected end to end (n8n, Make), documents included: invoices, reminders, reporting.

05

Custom AI applications

Business tools and applications augmented with generative AI, when automation is no longer enough.

06

AI training

AI literacy for executives and teams, hands-on onboarding of the deployed tools.

Price ranges for Merlin services — AI and automation agency
30-min diagnosticFree
Process auditfrom €1,500
First automation€1,500 - €8,000
Custom AI agent€4,000 - €20,000
Chatbot / AI assistant (RAG)€4,000 - €20,000
Custom AI applicationfrom €15,000
AI training (on-site)€1,000 / day
Production supportfrom €300 / month

Indicative ranges: every project is quoted after the audit. What makes the price vary: the number of connected tools, the volume, how critical the process is, the hosting.

Fixed quote after the audit: no time-and-materials billing, no surprises.

Team & DNA

Geeks who have been building digital products since 2015 — and who now put AI agents into production.

Merlin was born at Fullstack, a Paris digital agency: design, iOS/Android apps, web platforms for Disneyland Paris, EDF or Sanofi since 2015. When AI agents arrived, we did what we always do with a new technology: we put it into production. Our agents run today for Acuity, Voilà or BindeX. Merlin is that experience, applied to your processes.

Already in production
Acuityuser feedback handling, replies in each user's language
Voilàworkflow automations
BindeXfeedback reading and triage, personalised replies
Photo to come
Fullstack partner: name & role to come
Photo to come
Fullstack partner: name & role to come
Photo to come
Fullstack partner: name & role to come
Photo to come
Fullstack partner: name & role to come

Real photos of the team, no AI avatars. More about the parent agency: fstck.co.

FAQ

Frequently asked questions.

How much does an AI agent cost?

A custom AI agent costs between €4,000 and €20,000 depending on scope. A first automation runs between €1,500 and €8,000, and a chatbot with document retrieval (RAG) between €4,000 and €20,000. All our ranges are published in the Pricing section of this page; every project is quoted as a fixed price after the audit.

What is an AI agency?

An AI agency designs and deploys artificial-intelligence solutions for businesses: agents, automations, assistants. Merlin, concretely, installs AI agents and automations inside the tools you already use (CRM, ERP, e-mail, Slack, Notion), then supervises them in production.

What is an AI agent?

An AI agent is software that performs tasks with supervised autonomy inside your tools: reading an e-mail, qualifying a request, preparing a reply or a quote. Example: an agent that sorts inbound e-mail, answers the simple requests and hands the rest to the right person.

How long does it take to deploy an automation?

A first automation typically ships in a few weeks. A custom AI agent or a chatbot takes four to eight weeks depending on the tools to connect. The initial audit itself takes one to two weeks.

Will AI replace my teams?

No. AI takes over the repetitive tasks (sorting, data entry, reminders) and your teams keep the decisions. Every agent we deploy runs under human supervision: it prepares, you approve.

Is my data sent to OpenAI or Google?

It depends on architecture choices — and you make them. We can host your automations on your servers (n8n self-hosted) and use European or open-weight models whenever possible. Nothing leaves without your decision.

Do we need to change our tools?

No — that is the whole point of the agency: we plug AI into what you already have. Your agents and automations settle into your CRM, your ERP, your e-mail, Slack or Notion. No migration, no new tool to roll out.

Who is behind Merlin?

The team behind Fullstack, a Paris digital agency active since 2015 (fstck.co). Merlin is its studio dedicated to AI agents and automation.

Do you work with SMBs?

Yes — they are our core focus, with the free 30-minute diagnostic as the entry point: you leave with 2-3 costed use cases for your business, whether you work with us or not.