Liqa Labs

We help you rebuild the work, then loop in the AI.

We help companies put today's models to work, and build the environments that train the next ones.

Applied

Move real workflows onto AI.

We start from how the work is done, not from the tooling.

Most AI projects automate a process as it stands. The gains come from fixing the process first.

We start inside the workflow: how the work is specified, revised and judged. We rebuild it with the team, then decide where a model belongs and where it doesn't.

Engagements are short and run by people who have done the work. The same evaluations we build for labs tell you which models and configurations meet your standard.

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Used by teams at
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Research

RL environments for knowledge work.

Human experts and best practice, built into how your automations are trained and judged.

We build tasks and graders that tell apart what holds everywhere from what is specific to one organisation, and extract the second part from its own prior work. Developed with more than 100 companies and an expert network of thousands of professionals.