Probabilistic computing is getting a financial vote of confidence. Cobi, a full-stack company building AI systems designed to operate in the real world’s uncertain conditions, has raised $1.0M in a pre-seed round.
The round was backed by Lunara Partners, Plug and Play, Annex Investments, and Spring. Cobi’s pitch is that most AI assumes a deterministic world, but reality is messy-so the company is working on probabilistic intelligence that can handle that mess efficiently. The fresh capital gives it runway to keep pushing that thesis forward.

















