# Deepen AI

> Deepen AI is a Silicon Valley company building the data lifecycle infrastructure for autonomous systems and physical AI. Its platform combines multi-sensor data annotation, sensor calibration (LiDAR, camera, radar, IMU), and validation tools that carmakers, robotics firms, and AV developers use to turn raw sensor data into reliable training data. Founded in 2017, Deepen also co-created Safety Pool, a global scenario-sharing initiative launched with the World Economic Forum and WMG at the University of Warwick.

- **Founded:** 2017
- **Headquarters:** San Jose, California, United States
- **Founders:** Mohammad Musa (Co-Founder & CEO), Cheuksan Wang (Co-Founder), Anil Muthineni (Co-Founder)
- **Team size:** ~260 employees
- **Products:** Annotate, Calibrate, Validate, Data Annotation Services, Safety Pool
- **Notable:** Co-created Safety Pool with the World Economic Forum and WMG, University of Warwick, Bootstrapped to roughly $22M in annual revenue over ~8 years, Grew to ~260 employees across offices in the US, Germany, India, Hong Kong, and Japan

## Products & services

- **Annotate** — Multi-sensor labeling platform with AI-assisted 2D/3D bounding boxes, semantic segmentation, and point cloud annotation for LiDAR, camera, and radar data.
- **Calibrate** — Sensor calibration suite supporting LiDAR, camera, radar, IMU, and vehicle sensors, with target-based and targetless intrinsic/extrinsic calibration.
- **Validate** — Quality-assurance and validation tooling with automated error detection and performance monitoring for annotated datasets.
- **Data Annotation Services** — In-house managed workforce delivering labeled ground-truth data with accuracy and turnaround guarantees.
- **Safety Pool** — Global, incentive-based brokerage of shared driving scenarios and safety data for automated driving systems, co-created with WMG, University of Warwick and the World Economic Forum.

## Achievements

- Co-created Safety Pool with the World Economic Forum and WMG, University of Warwick
- Bootstrapped to roughly $22M in annual revenue over ~8 years
- Grew to ~260 employees across offices in the US, Germany, India, Hong Kong, and Japan
- Holds ISO 27001, ISO 9001, SOC, TISAX, GDPR, and HIPAA compliance credentials
- Adopted by major automotive and robotics players for sensor calibration and annotation

## Latest updates

- **2026-03** — Announced a seed round led by Majlis Advisory to scale sensor-fusion ground truth for physical AI.
- **2025-08** — Featured in World Economic Forum piece on making safety the product for building better robots.
- **2024** — Launched integrated solutions combining sensor calibration and data annotation for enterprise ADAS teams.

## Links

- Website: https://deepen.ai
- LinkedIn: http://www.linkedin.com/company/deepen-ai
- Twitter/X: http://twitter.com/deepenai
- Facebook: http://facebook.com/deepenai

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Profile page: https://yespress.io/deepen-ai
Published by YesPress — https://yespress.io
Last updated: 2026-08-06