AI agents that work inside your tools, not in one more browser tab.

We design agents and automations wired into your CRM, inbox, back office or product. They prepare the work, your team approves.

Qualification agentn8n · EUExample
  1. Request receivedWebsite form, 14:02
  2. QualifiedKitchen renovation · budget €15k to €20k · Nantes
  3. CRM record updatedContact created, nearest branch assigned
  4. Reply draft readyWaiting for approval by the sales team

What we build

A workflow when the rule is clear, an agent when interpretation is needed.

  • Qualification and follow-ups

    Incoming requests are read, completed, sorted and routed to the right person. Follow-ups go out at the right time.

  • Search across your documents

    An assistant that answers from your approved sources and cites the documents it used.

  • Data entry and sync

    Up-to-date CRM records, prepared invoices, data flowing between your tools without copy and paste.

  • AI inside your product

    Semantic search, content generation, assistants built into your SaaS, with the right guardrails.

  • Readable orchestration

    n8n or custom code depending on the need. Triggers, rules and errors stay visible and editable.

  • Controlled hosting

    On your infrastructure or on servers in Europe. Your keys, your data.

How it runs

  1. Call

    30 min

    Bring the task that comes back every week. We check whether an agent, a workflow or nothing at all is the right answer.

  2. Scoping

    A few days

    Tools involved, data, edge cases, human approval points.

  3. First agent

    1 to 2 weeks

    A first version runs on a narrow scope, with your real data.

  4. Production

    3 to 6 weeks

    Wider scope, monitoring, onboarding of the teams.

What you own

A production system you understand.

  • Agents and workflows in production on the approved scope
  • A list of what they do and do not do
  • The points where they ask for human approval
  • Monitoring and alerts on errors
  • Onboarding with the people who use them

Who it is for

  • Sales and support teams

    Less manual sorting, faster answers, an up-to-date CRM.

  • SaaS publishers

    Useful AI features in your product, industrialised and measured.

  • Partner agencies

    A team that delivers the agents you sell to your clients.

An agent that answers leads in five minutes

Franchise network, consumer services · 5 weeks

Requests came in by form, email and phone, and waited until someone had time.

  • Qualification agent connected to the CRM
  • Automatic follow-ups approved by the team
  • n8n orchestration hosted in Europe

Result : First response time down from one day to five minutes.

  • n8n
  • Claude API
  • HubSpot

n8n, Hermes, OpenClaw or Rerun?

Four tools, four uses. We pick the one that fits the work, not the one in fashion.

ToolWhat it isBest forWhere it runs
n8nWorkflow automationClear rules between your toolsn8n Cloud or your server
HermesAutonomous AI agentA business mission that moves on its ownYour server
OpenClawPersonal AI assistantAn assistant you talk to in your messaging appsYour server
RerunAgent platformSeveral visible agents, no infrastructureRerun private Box

Questions about AI agents

How is this different from ChatGPT?

ChatGPT waits for someone to type. An agent receives an event, reads your data, prepares the action and writes it into your tools, for one specific process.

Do we need a tech team?

No. Your role is to explain the business, the exceptions and the approvals. We handle the technical side.

Where does our data go?

Where you decide: your infrastructure or servers in Europe. An NDA is signed before we start.

What if the agent gets it wrong?

Together we define what it can do alone and what needs approval. Errors raise alerts, they do not fail silently.

A task that comes back every week?

Bring it to the call. We will tell you whether an agent can take it and what it takes.