About

deAI Labs connects advisory, engineering and applied research. We want public bodies and businesses to explore new capabilities without losing sight of data control, interoperability, operational safety and maintenance.

Research that can reach the field.

deAI Labs connects advisory, engineering and applied research. We want public bodies and businesses to explore new capabilities without losing sight of data control, interoperability, operational safety and maintenance.

What we can do ↗
Used rural workshop with soldering, measurement and fabrication tools
LAB / PLACEA small practice where computation meets materials and place.

The world is becoming programmable.

Machines can perceive.

Infrastructure can communicate.

Intelligence can move to the edge.

Physical systems can become adaptive.

Networks can operate without central control.

Different technologies increasingly become parts of the same system.

We build systems for that world.

deAI Labs designs, prototypes and develops systems at the intersection of software and the physical world.

Projects may range from experimental research to commissioned systems. The scale can change; the method remains precise: understand the whole environment, make interfaces explicit, test under real constraints and leave the result maintainable.

We do not begin with a preferred technology. We begin with the behaviour the complete system must sustain.

Ways of working

The laboratory can work through four clearly bounded modes.

  1. 01

    Internal research

    Questions developed through notes, experiments and prototypes.

  2. 02

    Prototyping

    Focused physical and computational tests before a complete system is specified.

  3. 03

    Commissioned systems

    Defined work for organisations with explicit constraints, responsibilities and handover.

  4. 04

    Collaboration

    Shared inquiry with technical, civic or research partners when the problem crosses disciplines.

PRINCIPLES

A system is judged by how it behaves when conditions stop being ideal.

P/01

LOCAL FIRST

Systems should remain useful when remote infrastructure disappears.

P/02

INTEROPERABLE

Prefer standards and interoperable systems over closed ecosystems.

P/03

DECENTRALISABLE

Avoid unnecessary single points of control.

P/04

PHYSICAL

Software matters most when it changes something beyond the screen.

P/05

OPEN WHEN POSSIBLE

Knowledge can become infrastructure.

P/06

SYSTEMS OVER TOOLS

The problem determines the technology, not the reverse.