Services
Experiment.
Testing ideas safely in real contexts. From a behavioural pilot to a sandboxed AI system, we generate real-world evidence within the constraints of governance, accountability and scrutiny.
Find what's worth testing.
Before committing to a pilot, we work out what actually deserves one.
A structured trial to test whether a new policy intervention will land. A prototype going in front of users to see if it solves the problem. An AI use-case that looks promising on paper but needs evidence before the budget commits. A/B tests, service trials, behavioural interventions, regulatory sandboxes.
We narrow a wide field of ideas down to the few that justify the time and money of a proper real-world test.
Test it properly, in the real world.
An experiment tests whether an idea works. A pilot tests whether the delivery model holds up at scale. We're deliberate about which one we're doing and why.
Experiments come first: clear hypotheses, success measures and decision points agreed before anything starts. For AI specifically, we usually start in a sandbox, with explicit evaluation criteria, clear human-review checkpoints, and an honest account of what would constitute success, failure or harm. A pilot only follows when the evidence supports it.
We design pilots with the exit in mind: clear sunset criteria, kill-switch conditions, and the evidence base to defend the decision in either direction.
Decide what happens next.
Experiments earn their keep when they change what happens next.
The output is evidence a leadership team can act on: what worked, what didn't, what would need to be true for it to work at scale. A clear next move with the conviction to back it, whether that move is to scale, adapt or stop.
We're often brought in for a specific slice of this work: setting up an A/B testing pipeline, designing a hypothesis-driven roadmap of experiments, or running a public-facing policy discovery.
Hello Lighthouse.
Bring us a strategy to shape, a service to redesign, a workflow that's creaking, or a product you want built properly. Or just a feeling that something could be better. That's enough to start.
