Adaption Labs is an AI research company focused on moving beyond static, parameter-frozen models by creating systems that can learn continuously from real-world interactions. Co-founded by Sara Hooker and Sudip Roy, the team emphasizes efficiency and adaptability over brute-force scale, designing models that structurally understand user needs and adjust their behavior on-the-fly without changing core weights. This approach aims to deliver more responsive, resource-efficient AI capable of evolving alongside user requirements. The startup plans to channel recent capital into expanding operations and accelerating product development. Based in San Francisco, the company positions itself at the forefront of adaptive intelligence research, targeting applications where traditional large-scale models are too rigid or compute-heavy. Although no revenue or user figures were disclosed, the sizeable seed investment underscores investor confidence in the technology’s commercial potential.

Total raised

$50M

Funding rounds

1

Latest round

Seed

Latest activity

Feb 2026