Midas is developing a verification layer for artificial intelligence that applies formal mathematics to validate AI outputs before they reach production. The platform introduces mathematical proof at the core of machine-learning workflows, turning probabilistic model results into certifiably correct answers. Founded and led by a team of 11 International Mathematical Olympiad and Informatics Olympiad medalists with experience at Jane Street, Google, AWS, NVIDIA and Mercor, the company aims to tackle the growing trust gap as AI is deployed in high-stakes environments. Initial go-to-market efforts focus on sectors where errors are unacceptable, including biotech, defense, hardware design, financial systems and underlying cloud infrastructure. By verifying reasoning from the outset rather than auditing errors after the fact, Midas positions itself as critical infrastructure for “proof-native” AI adoption. The company recently closed a $10 million financing that will fund the transition of its research into production-grade products and commercial deployments. While operating metrics such as revenue or user counts were not disclosed, the round provides fresh capital to accelerate product development and early customer pilots.

Total raised

$10M

Funding rounds

1

Latest round

Equity

Latest activity

Feb 2026