Support for meaningful work
AI employees designed for defined responsibilities, helping people navigate information and carry out repeatable workflows.
Technology with a human purpose
We develop industry-specific AI employees and intelligent systems that expand human capabilities.
People at the centre. Intelligence in service.
What we build
Useful AI understands the context of work. We develop systems around the information, responsibilities and workflows of specific industries, with clear boundaries and meaningful human oversight.
AI employees designed for defined responsibilities, helping people navigate information and carry out repeatable workflows.
Intelligent systems designed to work with professional software, knowledge and organisational processes.
Transparent responsibilities, reviewable outputs and human judgment where decisions matter.
Our work is in development. We describe our direction openly, without presenting prototypes or research ambitions as released products.
A connected initiative
More capable systems call for clearer judgment, greater awareness and better cooperation.
Practical AI employees and intelligent systems that expand what people and organisations can do.
The overarching framework for exploring intelligence, human capabilities and responsible technological development.
Human development work that supports reflection, agency and the human challenges of technological change.
An open invitation
We welcome developers, entrepreneurs, researchers, supporters and thoughtful people who share our purpose. Bring a capability, a question, an introduction or a practical next step.