First light

International team Portugal-based

AI systems
that survive
contact with
production.

We build products that put intelligence to work without giving up control of your data or your systems.

Explore our products
You
Privacy
by default
Local-first
where it matters
Automation
Open tools
Open interfaces
Search
Monitoring
Assistants

Your data. Your rules. More capability.

What we build

Different systems.
One approach.

Personal
assistants

Private, on-device or edge-aware assistants that help you think, plan and act.

Perimeter
intelligence

Smart perimeter control and monitoring systems for SMBs and distributed operations.

Open-source
tools

Building blocks for private AI systems, released with care.

Private
automation

Internal tools and agents that automate work without sending your data away.

No tracking Local-first Open interfaces Portable & adaptable Human in control

How we think

Principles over shortcuts.

01.

Production
over demos.

A working system > slides. We prefer measurable reliability, observability and user trust over impressive flows.

02.

Customer
infrastructure first.

Models, weights, and data live where your operations live. We adapt to your infra, policies and compliance.

03.

The model is one
component.

Most operational complexity lives in reliability, interfaces, secondary systems, cost discipline. The model is a tool, not a strategy.

04.

Small
surface area.

What we build, your team can run without us. Open where it matters. We do not become infrastructure.

Bring us the hard part.

New builds, production problems and early ideas welcome.

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