Midcentury Labs Inc.

Based in the US, Midcentury Labs Inc. , operates as a company that builds embodied AI agents for enterprises. Based in San Francisco, the US and founded in 2025, Midcentury Labs Inc. develops technology for embodied AI.

In September 2026, the company raised USD 15 mn in Seed funding to support its human behavior dataset and Matrix simulation platform for AI training and testing. Midcentury primarily offers a robust suite of products and services centered on data and simulation infrastructure for Physical AI. The company specializes in creating large-scale, high-fidelity datasets and simulation platforms designed for training, evaluating, and deploying robotic systems. Notable among their offerings is an extensive unscripted egocentric dataset that features over 2 million hours of video data enriched with IMU, audio, 3D hand pose, depth, and task annotations, applicable across both industrial and everyday environments.

Their agentic simulation platform allows users to design, test, and train physical AI systems under massively parallel cloud environments, further enhancing the capabilities of robotic systems. Midcentury's technology serves a diverse client base ranging from robotics companies to research institutions, and its products are marketed globally to clients seeking to bridge the gap between simulations and real-world robotic applications. Midcentury generates revenue through structured transactions with a focus on providing data and simulation services tailored to businesses and institutional clients. The company may utilize a subscription model where clients gain access to datasets and simulation tools on a contractual basis, ensuring ongoing support and updates.

Partnerships with robotics firms lead to customized solutions that are billed either as one-time licensing fees or through recurring subscription plans. Additionally, services like MC-PhysBench and MC-EgoHands represent key offerings that contribute to revenue, with clients potentially paying based on the features and scale of the data access required. This multi-faceted revenue model aligns with the demands of B2B transactions in the technology and research sectors, allowing Midcentury to maintain a steady income stream through its innovative product offerings. The company plans to utilize the funding raised in September 2026 to support its human behavior dataset and Matrix simulation platform for embodied AI training and testing.