We help people examine a choice before making it?
Exploring how feedback, uncertainty and the way a question is framed shape decisions.
We build and test ideas about how people learn, make decisions, share experiences and run everyday systems.
Explore the questionsSelected observations from our experiments. A place for what happened, what we learned and what we will try next.
No reviewed findings have been published yet.
We publish observations once the evidence has been checked and the anonymous finding is ready to share.
Published findings are measured and approved for public sharing. Activity counts are not treated as experimental results.
Questions that guide our work across learning, hospitality and everyday systems.
Exploring how feedback, uncertainty and the way a question is framed shape decisions.
Using challenges, simulations and play to explore understanding through action.
Looking at the details of food, culture and hospitality that bring people together.
Testing clearer workflows, useful data and thoughtful automation against everyday friction.
collabx. is an independent space for building, observing and refining ideas in use. Our interests cross digital tools, human behaviour, food and culture.
We share the questions, methods and lessons while keeping individual project identities private.
Start with a question grounded in an everyday problem. Build a small, useful way to test it. Observe what happens, including what does not work.
Then refine the idea. A result is useful when it helps us understand what to try next.
The questions connect the work. The evidence shapes where it goes next.
Read the lab notes