Milton Leónai agents · engineering
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01 · Automate with AI

AI that works, not AI that chats.

Agents and automations that solve one concrete process, with the company's data kept where it belongs and a person confirming what matters. I do it every day with Zina and I lead it inside a scale-up.

  1. 01

    AI assessment with judgment

    Two weeks to learn what is worth automating in your company, what is not, and where to start. Interviews with the team, a process map, an inventory of data and tools.

    • We talk to the people doing the work, not only to management
    • Every opportunity names its data, its decision and its owner
    • No obligation to implement with me afterwards
    Who it is for
    Companies of 5 to 200 people that want to "do something with AI" and do not know where to begin.
    What you get
    A report with three opportunities ranked by impact and risk, one discarded with the reason why, and a 90-day plan.
    Duration
    Two weeks
    Let's talk
  2. 02

    Custom AI agents

    When a process deserves an agent: first-level support, lead qualification, automatic reports, an internal assistant over the company's documentation. Same DNA as Zina.

    • Private by architecture: your data never leaves your server
    • Confirms before acting and cites its sources
    • A human behind it: I hand it over working and teach you to grow it
    Who it is for
    Companies that already know which process they want to solve, or that come from an assessment.
    What you get
    An agent in production, on your infrastructure or on a dedicated server in Europe, with history, confirmations and backups.
    Duration
    Four to eight weeks
    Let's talk
  3. 03

    AI adoption in engineering teams

    How to bring Claude Code, Cursor and agents into an engineering team without breaking quality. It is what I lead in my own company: shared skills, per-repository rules, review and measurement.

    • Based on real adoption, not demos
    • We measure before and after: cycle time, quality, satisfaction
    • Includes the safety and review rules that are actually needed
    Who it is for
    Engineering teams of 5 to 60 people and their leaders.
    What you get
    A one-day workshop with the team, a playbook adapted to your stack and one month of follow-up.
    Duration
    One day plus one month
    Let's talk

Not sure which one fits?

Book a call and we figure it out together in 30 minutes. If the fit is not clear, I will tell you.

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