What you get
You get paid, on a recurring schedule, with no strings attached. Funds go directly to your organization and you decide how they get used. That alone is the core of the deal — you don't need to read past this paragraph to know whether this is worth your time.
What we do with the data
We're a research lab studying how applied science actually happens at scale. Most public datasets in our field are textbook problems, exam questions, or simplified toy cases. They don't reflect the messy reality of real research and clinical work: the judgement calls, the rare presentations, the moments where two experts would reasonably disagree.
Partnering with institutions doing the actual work lets us study what really goes on instead of what looks clean in a paper. That's the kind of data that actually moves the field forward.
Where the findings go
The insights from our research get shared publicly. Aggregated patterns, methodology breakdowns, and findings about how real applied science is done become papers and benchmarks the broader field can build on. The anonymized data your organization contributes becomes part of the open scientific record, accessible to other researchers working on the same problems.
Want to talk about what a partnership could look like for your institution? Get in touch.