Problem discovery
We work with end-users to understand where existing AI breaks in the field, and what the operational constraints are.
Collaborate
We work with partners who have real constraints, messy signals, and operational stakes that standard AI demos ignore.
Field-grounded work
As researchers, we prioritize field work to make sure we understand the problems faced by end users.
How we work
Closing the research and deployment loop.
Evaluation and training
Once we understand where things break, we build detailed evaluations and test protocols to pressure-test future research developments.
Data and sensing interpretation
Collecting datasets and grounding modeling in the physics of specific sensors is often necessary, and we work with you to create high-fidelity datasets.
Field-informed prototypes
We can translate operational constraints into evaluations, V&V, and research prototypes.
Student and research partnerships
We collaborate broadly with students, researchers, and companies to find novel solutions to problems and to scale our research.
Grant and program development
Field-focused work requires targeted funding, so we work with partners to fundraise around promising areas of inquiry.