DEPLOYDatabase

Company

Midcentury

Physical AI data and simulation company.

The verified answer

As of Sep 2026, DEPLOY verifies Midcentury: $15.0M raised. 3 sources back the record.

Overview

Physical AI data and simulation company. Exited stealth in September 2026 with a $15M seed round. Claims a large labeled egocentric dataset and Matrix agentic simulation for policy evaluation and RL. Team background cited from Stanford, OpenAI, DeepMind, and NVIDIA. Dataset scale claims are company-claimed.

Reality check

Egocentric dataset (company-claimed)

Company site claims 2M+ hours of unscripted egocentric data across 50+ environments with 3D hand pose, point tracks, depth, and task annotations (video/IMU/audio). Not independently verified.

Products (company-claimed, releasing soon)

MC-Motion (egocentric 3D motion reconstruction), MC-Shade (engine-agnostic photoreal rendering for sim), MC-PhysBench (long-horizon physics validity benchmark for world models). Status: releasing soon per company site.

Verified record

Verified deployments
None on file
Active incidents
None on file

Key facts

Seed round

$15M (company-announced, Sep 2026)

Focus

Physical AI data + simulation infrastructure

Data & sources

Web sources

3

3 sources backing this record.View all →

Safety record

No incidents on record for Midcentury.

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Full safety record: incidents, sourcing, and exposure data →