Academic & Independent Researchers

Explore questions without waiting for answers

Research often starts with uncertainty. The hardest part is not analysis, but getting to a point where meaningful questions can be explored at all.

We help researchers work directly with U.S. public data in a way that is fast and flexible. Test assumptions, explore patterns, and build understanding before committing to formal study.

Research questions often take weeks to explore

Public data is widely available, but typically locked behind technical barriers. Getting to insights often requires months of setup, preparation, and specialized infrastructure before real questions can even be tested.

Early assumptions shape everything that follows. The research landscape changes when you can validate direction before committing time and resources to formal studies.

We collapse this timeline. Direct access to patterns matters most when there's still time to adjust course.

< 10% response
Many large surveys now get single‑digit response rates.
12–24 months
Major studies often take one to two years to publish.
3+ bias risks
Digital traces come with sampling, platform, and measurement bias.