company
The missing step between “the demo works” and “ship it.”
Determina is built by Alankrit Verma. He has watched too many AI changes go out on a good demo and a gut call. This is the tool he kept wishing someone would build: run the change against a world that looks like production, read the evidence, then decide.
founder
The person building it.
why this team
We have been on the launch calls where nobody could say what the model would actually do.
Alankrit built recommender infrastructure at PlayStation and has spent years working on ML systems and evaluation. The pattern was the same everywhere: offline metrics say one thing, production says another, and the release call gets made on gut feel. Determina exists so that call can be made on evidence instead.
join us
Help us build the release infrastructure AI teams should already have.
We want people who would rather own a whole problem than a ticket queue. A short note about something you have built beats a resume — email us directly.
open conversations
- product-minded engineers
- systems and infrastructure builders
- AI evaluation researchers
- design engineers who care about clarity