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Physical AI development with out-of-the-box log analytics, advanced event search, & event autotagging

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BUILT TO SOLVE CHALLENGES WE ENCOUNTERED ON THE PATH TO LAUNCH & SCALE AT:

Scale With Powerful Log Ingestion & ETL

Physical AI development generates vast amounts of heterogeneous data from sensors, control systems, and environmental interactions. Offloading and processing this data efficiently requires scalability, automation, and robotics expertise.

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Model-Prime simplifies log data management by streamlining ingestion into a centralized repository. Once ingested, our system enriches log data with metadata, making it searchable within minutes—empowering developers, analysts, and other teams to extract valuable insights effortlessly.
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ROS 1/2 bag

Native support for ROS log formats.

Automated metadata enrichment

Easily associate metadata with logs.

Custom log format

Supports ingestion of any custom log format.

API Access for Seamless Integration

Build custom applications and scripts with our API.

MCAP Bag Support

Fully compatible with MCAP file format.

ULog PX4 Log Support

Supports PX4 autopilot system logs

Event Autotagging + Smart Search

Leverage built-in event autotagging to automatically tag logs, highlighting critical or relevant segments for faster data retrieval.
  •  Effortlessly filter massive log datasets—no manual categorization or spreadsheets required.
  • Pinpoint specific events using logical search queries or natural language search for intuitive filtering.
  • Optimize robotics data workflows by significantly reducing debugging and data management time.
  • Enhance efficiency, reduce complexity, and unlock actionable insights.
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Monitor Robot Performance With Visualizations

Gain real-time insights into robot performance during development and field operations with Python-enabled visualizations.
  • Easily share visualizations with your team for better collaboration.
  • Improve decision-making with clear, data-driven insights.
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Coming soon

Intelligent Data Governance

Govern log data with custom retention policies and smart rules to optimize storage costs and compliance.
Cut Data Costs

By choosing which data to keep & delete what you don't need

Comply with Client Data Retention Requirments

Easily meet your customers data retention requirements with adjustable rules

Build your Physical AI now.

Never worry about your infra again.

We thought about robotics cloud infra - so you never have to.
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