CIIFragments Studio is CII-accredited: recover up to 20% of your software development spendLearn more
Artificial Intelligence · Agents & automation

Custom AI agents & process automation agency

Hand the robot work over to software: AI agents understand your processes, decide and act inside your existing tools. Your teams reclaim the hours swallowed up by repetitive task automation, with an ROI often reached in under 6 months.

Autonomous AI agentsn8n process automationEnterprise LLM integrationIntelligent RPA
Illustration — Artificial Intelligence · Agents & automation
In short

How does an AI agent work?

An AI agent is a program that uses a language model (LLM) to understand a request, reason about the context and carry out concrete actions inside your tools, without human intervention at every step. In practice, it reads an incoming email, decides on the right reply or action, updates your CRM and follows up if needed. Paired with process automation workflows like n8n, it handles entire chains of tasks end to end, 24 hours a day.

The problem

Why are your teams doing robot work?

Sorting emails, entering data, qualifying leads, repetitive replies: hours swallowed up every day by low-value tasks that AI automation can absorb.

Repetitive tasks

Copy-paste, sorting, follow-ups: manual, monotonous work that ties up your best people on low-value actions.

Bottlenecks

Everything goes through one person. When they're out, the process stops dead and the backlog piles up.

Errors and slowness

Done by hand, mistakes happen and things drag. Lead times stretch, quality varies with the workload.

Our approach

Enterprise AI agents that work for you

We identify the processes to automate, choose the right tools (n8n for workflows, LLMs for reasoning) and deploy agents wired into your systems. They process, decide and escalate to a human only when needed.

01

We target the right processes

An audit of your tasks: we prioritize the process automation with the fastest ROI, not the most technical one.

02

Agents connected to your tools

Wired into your email, CRM, databases and APIs through reliable, maintainable n8n workflows.

03

The human stays in control

Validation, guardrails and escalation built in: the enterprise AI agent assists, you keep control.

What you gain

More capacity, without hiring

AI automation absorbs the repetitive load: you handle more volume, faster, without growing the team.

01

Hours freed up every day

Manual tasks go to the agent. Your teams refocus on real value.

02

Available 24/7

The AI agent never sleeps. Your processes run at night, on weekends, during peaks.

03

Fewer errors

Consistent, traceable execution, where human fatigue introduces variability.

04

Capacity that scales

Absorb a volume spike without emergency hiring or degrading service.

Our impact

Our AI agent & automation expertise, in numbers

-80 %
less time on targeted tasks
24/7
execution without interruption
x10
volume handled without hiring
ROI
often reached in under 6 months
Use cases

What we automate

AI agents for support and lead pre-qualification
Document process automation and data extraction
Lead qualification and routing by enterprise AI agent
Continuous report and content generation
Automatic syncing between your business tools
End-to-end n8n workflows on your critical processes

Technologies

The technologies we use for your AI agents.

ClaudeOpenAIn8nLangChainZapierMCP
Method

How do we build your AI agent?

01

Process audit

We map your tasks and spot the high-ROI automations for your business.

02

Proof of concept

A first AI agent in production fast, on a concrete, measurable case within the first week.

03

Industrialization

Hardening, guardrails, integration with your tools via n8n or a custom API layer.

04

Tracking and optimization

Measuring the gains, ongoing adjustments, extension to other processes over time.

They say it better than we do

Our success stories

Here, our clients share their journey, what they went through and what the collaboration helped them achieve.

Joblink

We're working with Fragments Studio on the development of Smart Interview, and the experience is excellent. The team quickly grasped our product vision and turned it into a concrete, structured, high-performing solution. Strong technical level, real advisory ability, responsiveness and an eye for detail. Beyond development, they challenge ideas, suggest relevant improvements and move forward with a genuine spirit of partnership. A serious, committed and results-driven studio. I highly recommend them.

Adrien LenoirAdrien LenoirManaging Director
Al Bara

You put me at ease, that's the word that comes out of working together. We can rely on you, your experience, your know-how. This site is the fruit of that whole journey together, the reflection of serious work full of trust.

Zeina EghoZeina EghoFounder
ISIA

We had the pleasure of working with Fragments Studio on a specific specialty and we were not disappointed. Talented and committed, their responsiveness and team spirit were major assets in the success of this ambitious project. Technical expertise that met our expectations thanks to their mastery of the technologies used. A smooth and proactive collaboration, with results that matched our ambitions. We recommend them without hesitation! For any company or team looking for skilled, reliable and invested developers, we warmly recommend Fragments Studio. A partner of choice for all your IT projects. Contact them without hesitation.

Christophe HouetChristophe HouetIT Project Manager
Qonto

Working with Fragments Studio was a great experience. They helped me automate part of my prospecting that was taking up a lot of time, with simple and effective solutions. I particularly appreciated their responsiveness and the fact that they always suggest new ideas to improve things. It's a young, dynamic and very approachable team, which makes the collaboration smooth and enjoyable.

Lucie DercksenLucie DercksenStrategic Partnership
Unboared

The team is efficient, proactive and accountable. They quickly understand the needs and the stakes. A project delivered ahead of schedule and with a high level of quality!

Victorien DefosseVictorien DefosseCEO
CocoDrive

A top-notch team. Available, responsive and genuinely attentive! You understood the project and made it your own to address it properly. The dialogue is smooth, simple and effective, which makes the collaboration really enjoyable. The deliverables are high quality and, above all, delivered on time. Thank you for your commitment! I recommend without hesitation.

Diamil GaultierDiamil GaultierFounder
Reeb

A great experience with this agency. Attentive, involved and very professional, the team turned a vision into a clear, premium and effective site. The exchanges were smooth and the deadlines were met. A real partner, not just a vendor.

Théo VassouxThéo VassouxFounder
Paye Expert Solutions

Fragments Studio helped us build a robust platform that scales perfectly. Their technical expertise and strategic thinking made all the difference.

Kevin JehuKevin JehuCEO
YOMU

Fragments Studio helped me structure my project on a solid footing, supported me effectively through the launch and gave me the keys to get started in the best possible conditions. Their perspective, their method and their support were decisive in the first steps of my entrepreneurial journey.

Pierre EscofetPierre EscofetFounder
Pro&Sport

Exchanges with Fragments Studio are smooth, efficient and friendly. Particular attention is paid to responsiveness, both in handling requests and in the time taken to reply. Interactions take place in a pleasant, warm atmosphere.

Philippe ProvotPhilippe ProvotPayroll manager
FAQ

AI agents & process automation: your questions

Can't find your answer? Write to us, we'll get back to you.

Contact us

To build an AI agent suited to your company, we follow four steps: identify the process to automate with the best value-to-effort ratio, choose the relevant LLM and automation tools (n8n, LangChain, MCP), develop and test the agent on a real, measured case, then industrialize it with guardrails and continuous monitoring. A first working enterprise AI agent usually ships in two to four weeks.

An AI agent receives a trigger (an email, a form, an event in your CRM), uses a language model to understand the context and decide which actions to chain, then calls your tools via APIs to carry them out. It can read a contract, extract key data, enter it into your ERP and notify the right person, with no manual intervention. AI agent process automation differs from a simple workflow because the agent handles ambiguity and adapts its behavior to the context.

Classic automation follows fixed rules: if this, then that. It breaks as soon as the input data falls outside the expected format. An AI agent understands natural language, handles ambiguity and decides how to proceed based on context. It deals with cases a rigid workflow couldn't handle, like reading a free-form email, extracting the intent and triggering the right sequence of actions in your tools.

No. AI automation takes on the low-value tasks. Your teams keep control of the important decisions and gain time for what really matters. The agent assists and executes, it doesn't steer.

No. We deliver automations that are documented, supervised and monitored. You manage the results through clear dashboards, without ever touching the code or configuring n8n yourself.

Found our content useful?

Follow Fragments Studio on Google

Add us to your preferred sources and our articles get surfaced first in Top Stories, AI Overviews and AI Mode.

Add to Preferred Sources

Let's talk about your AI automation project

30 minutes to map the processes you can delegate and estimate the time you could save.

Automate my processes
Automate my processes