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Dev & Engineering

Automation & AI agents

Automate repetitive tasks and process information faster, without ever losing control over critical decisions.

Typical use cases

  • Automatic lead qualification
  • AI-assisted customer support
  • Automated reporting
  • Multi-tool synchronisation

Estimated timeline: 1 to 3 weeks for a complete automation pipeline.

Who it's for

Who is this offer for?

SMEs and operations teams spending too many hours a week on manual sorting, qualification or admin data entry.

Scope and conditions:

I build pragmatic, supervised automations; no critical decision is left to an unsupervised AI.

Pain points

The problems I remove

  • Leads and quote requests that wait hours or days before being handled and qualified.

  • Endless manual copy-pasting between web forms, messaging apps, CRMs and accounting software.

  • Attempts at 'gadget' AI tools with no real integration into daily workflows.

Concrete deliverables

What I build for you

Supervised autonomous agents and automated workflows that remove repetitive tasks, speed up the handling of customer requests and connect artificial intelligence to your everyday tools.

  1. Mapping of bottlenecks and identification of high-ROI flows to automate

  2. Self-hosted or cloud n8n orchestration workflows with error handling and automatic alerts

  3. AI agents connected to your document bases to sort, summarise or draft contextual replies

  4. Built-in human validation ('human in the loop') for sensitive actions before they go out

Stack and key concepts:n8nAI agentsPythonLLMsWebhooksAutomation

Method

My 4-step delivery method

A progressive, transparent approach with regular checkpoints.

  1. Flow diagnosis

    Identifying high-volume manual tasks and estimating precisely the time and ROI to be recovered.

  2. Building the scenarios

    Setting up connectors (APIs, webhooks, databases) and the n8n scenarios.

  3. Guardrails & reliability

    Tuning prompts and confidence thresholds, and robustness testing against edge cases.

  4. Go-live & monitoring

    Logging every run, real-time alerts and tracking of the time saved.

FAQ

Answers to common questions

Will automation replace my staff?

No. It removes thankless, low-value tasks (data entry, sorting, transfers) so your team gets time back for customer relationships and decisions.

Which tools do you use?

I favour n8n (hosted on your own servers or a sovereign cloud), secure webhooks and the language models best suited to each task.

What happens if a third-party service or API goes down?

All my workflows include automatic retries, queuing and immediate alerts when something goes wrong.

Ready to launch your AI automation project?

Let's spend 30 minutes, with no commitment, scoping your need, estimating the effort and choosing the best technical approach.