Nomadic
Category: AI Infrastructure
A data management and spatial intelligence platform designed to organize, analyze, and curate the massive volumes of sensor and video data generated by autonomous vehicles and robotics. Nomadic was founded in 2024. The company is led by Mustafa Bal. Based in San Francisco, USA. Team size: 11-50. Total funding raised: $8.4M. Latest round: Seed. Key investors include TQ Ventures, Pear VC, BAG Ventures, Predictive VC, Jeff Dean.
- Founded
- 2024
- Headquarters
- San Francisco, USA
- Team size
- 11-50
- Total funding
- $8.4M
Value proposition
Eliminates the 'data bottleneck' in physical AI by transforming raw, unorganized sensor data into searchable, actionable insights and production-ready training sets, significantly reducing manual data curation time.
Products and solutions
Spatial Intelligence Layer (Core Engine), Visual AI Agents for Autonomous Video Analysis, Edge-Case Discovery & Library System, Nomadic SDK & Workspace for ML Optimization, Automated Data Curation Pipeline
Unique value
Focuses specifically on 'Physical AI'—the intersection of AI and the 3D physical world—treating sensor data as a spatial environment rather than flat files.
Target customer
Autonomous vehicle (AV) developers, robotics companies, drone manufacturers, and teams building 'Physical AI' systems.
Industries served
Autonomous Vehicles, Robotics, Aerospace & Drones, Industrial Automation, AI Infrastructure
Technology advantage
Leverages the founders' deep expertise in distributed systems and ML optimization (contributors to ONNX Runtime and DeepSpeed) to handle petabyte-scale sensor data with high efficiency.
How they differentiate
Focuses specifically on 'Physical AI' by treating sensor and video data as a 3D spatial environment rather than flat files. It leverages the founders' expertise in distributed systems (DeepSpeed, ONNX) to automate the curation of petabyte-scale data, moving beyond manual labeling to spatial intelligence.
Main competitors
Scale AI, Applied Intuition, Akridata
Key partnerships
Nvidia (1st Prize Winner of Nvidia GTC 2026 Pitch Contest), TQ Ventures, Pear VC, Jeff Dean (Google DeepMind/Google Research), OpenAI, Google DeepMind
Notable customers
Zoox, Mitsubishi Electric, Natix Network, Zendar
Major milestones
Secured $8.4M Seed funding led by TQ Ventures in March 2024, Won 1st prize at Nvidia GTC’s pitch contest in 2024, Launched spatial intelligence layer for autonomous vehicle data management
Growth metrics
Winner of the 1st prize at Nvidia GTC 2024 pitch contest; Founding team includes core contributors to Microsoft's DeepSpeed and Snowflake's ML infrastructure.
Market positioning
Early-stage AI infrastructure specialist for autonomous systems and robotics.
Geographic focus
North America
Patents and IP
Founders hold previous patents in cloud computing and ML systems (e.g., at IBM/Microsoft); company-specific patents for Nomadic are not yet publicly disclosed.
About Mustafa Bal
Mustafa Bal is the Co-Founder and CEO of Nomadic. He was previously a Machine Learning Engineer at Snowflake, where he focused on applied machine learning and compute demand prediction. Prior to Snowflake, he spent over three years as a Software Engineer at Microsoft, contributing to the AI platform and distributed systems. He is a core contributor to high-profile open-source projects including ONNX Runtime and DeepSpeed. He holds a Bachelor of Arts in Computer Science and Linguistics from Harvard University.
Official website: https://www.nomadicml.com/