Themodelisnottheproduct.TheguidedsystemarounditiswhatmakesAIusefulatwork.

  • Useful before impressive

    We build what saves time this month, not what looks good in a demo.

  • Workflows over tools

    We start from how your work runs, then choose the tools that fit it.

  • Trust by design

    Clear limits, visible decisions, and a person in charge of every system.

  • Built for adoption

    Simple to launch, easy for your team to run, and ready to improve.

The studio

One studio for the whole system: the thinking, the design, the build, and the care after launch.

AI systems built around how your business works

We map the work, design the interface, and connect your tools.

Matteo Marconi, founder of Monoforge
Matteo MarconiFounder
Chat & Voice Systems

Designed and engineered in Florence, Italy

A small studio, so you work with the people who build your system.

From the first conversation to the months after launch

We monitor, fix, and improve the system as your team uses it every day.

Engineering, design, and judgment in the same hands, so AI ships as a system people trust.

5+Projects delivered
10+Clients
4Service areas

Working together

  • A direct line to the builder

    You talk to the person who designs and builds your system, not to an account manager.

  • Start with a 30-minute call

    We look at how your work runs today and what is worth building first.

  • Built on your tools

    We connect the tools you already use instead of asking your team to switch.

  • Tested before launch

    The system runs on your real cases before your team relies on it.

  • Clear access to your data

    Permissions for your data and tools are set before anything goes live.

  • Support after launch

    Monitoring, fixes, and improvements once the system is in daily use.

NeedaclearerAIdirection?

If the outcome is already defined, we can shape the system around the workflows, interfaces, and controls that make it usable.