Engram Robotics
engramrobotics_demo.mp4
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The air-gapped search engine for robot fleet failures.

Stop scrubbing massive log files. Engram runs entirely inside your customer's warehouse network, translating raw ROS and MCAP telemetry into plain-English events for the Support team, and extracting the exact 10-second slice of telemetry data for the R&D team.

The Architecture Flow

End-to-end local data pipeline.

[01] WAREHOUSE ROBOTS

Robot experiences an IMU shock. Writes to 50GB MCAP on disk.

[02] WATCH FOLDER

Engram Daemon detects file natively on the warehouse network.

[03] LOCAL INDEX

Engineers query "severe physical impacts" via local HNSW vector DB.

[04] SEARCH OUTPUT

Exact 10-second MCAP slice returned instantly for local playback.

The Air-Gapped Advantage.

Bypassing the cloud to deliver unprecedented speed and zero third-party risk. Your logs never leave the building.

Data Sovereignty

Proprietary fleet telemetry and warehouse layouts never cross the firewall. Zero third-party cloud risk or data leakage concerns.

Zero Egress Costs

Pushing massive log files to AWS S3 costs a fortune in bandwidth. Processing on local disk eliminates cloud transfer fees entirely.

Instant Processing

By indexing the data on the exact machine it lands on, we eliminate the upload bottleneck. The event is searchable seconds after the robot docks.

Compliance Default

Bypasses complex enterprise IT security approvals because the platform operates entirely within their existing physical security perimeter.

One Incident. Two Views.

Unified context across support and engineering.

A sentence in, an event out.

Frontline teams query the fleet history in plain English to close tickets instantly without waiting for R&D.

query "severe physical impacts"
Result: High-G collision detected on Robot #42 at 14:02:05.

The exact 10-second slice.

Engineers stop scrubbing massive log files. Download the exact temporal window of the anomaly for immediate playback.

incident_782_slice.mcap
1.2 MB
Ready for local playback in Foxglove.

Ready to stop scrubbing massive log files?

Deploy Engram in your air-gapped facility today. Built for the modern robotics stack.

Book a Pilot Demo