
Causal Labs develops advanced AI physics models designed to predict and control weather conditions for enterprises and governments. Their innovative approach leverages safe, steerable physics foundation models, enabling businesses and governments to make informed decisions in critical situations. With a focus on safety and reliability, the founding team brings extensive experience from leading institutions in robotics and autonomous vehicles, positioning Causal Labs as a leader in the emerging field of AI-driven weather prediction. The company aims to address complex physics problems, making significant strides in the AI frontier.

Causal Labs develops advanced AI physics models designed to predict and control weather conditions for enterprises and governments. Their innovative approach leverages safe, steerable physics foundation models, enabling businesses and governments to make informed decisions in critical situations. With a focus on safety and reliability, the founding team brings extensive experience from leading institutions in robotics and autonomous vehicles, positioning Causal Labs as a leader in the emerging field of AI-driven weather prediction. The company aims to address complex physics problems, making significant strides in the AI frontier.
Core product: Large Physics foundation models (LPMs) for weather prediction and decision intelligence
Target customers: Enterprises and governments (aviation, emergency management, energy, agriculture, renewables)
Seed funding: $6M seed announced Mar 12, 2025
Founders: Dar Mehta and Yue Kelsie Zhao
Weather prediction and decision intelligence across physical domains
2024
Data and Analytics
$6,000,000
Participation from Refactor, BoxGroup, Factorial Capital, Karman Ventures, and angels
“Led by Kindred Ventures with participation from Refactor, BoxGroup, Factorial Capital, Karman Ventures”