Engram RoboticsThe 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.
Warehouse AMR
Robot experiences an IMU shock. Writes to massive MCAP.
Local Watch Folder
Engram Daemon detects file natively on the warehouse network.
Engram Index
Engineers query "severe physical impacts" via the dashboard.
Support Team
Instant plain-English summary to close the ticket.
R&D Team
Exact 10-second MCAP slice downloaded for inspection.
Your logs never leave the building.
The only robotics observability platform built from day one for fully air-gapped, on-premise deployments.
Zero Cloud Egress
No AWS buckets required. Runs completely air-gapped inside your customer's warehouse network.
Constant-Memory Ingest
Streams massive MCAP and ROS log files chunk-by-chunk without crashing the local host machine.
Embedded DuckDB Index
Lightning-fast HNSW vector search powered by a local, columnar analytical database.
Why Local? The Air-Gapped Advantage.
Bypassing the cloud to deliver unprecedented speed and security.
Data Sovereignty
Proprietary fleet telemetry and warehouse layouts never cross the firewall. Zero third-party cloud risk.
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 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.
The exact 10-second slice.
Engineers stop scrubbing massive log files. Download the exact temporal window of the anomaly for immediate playback in Foxglove or RViz.
The Engine Strategy
Subdued 3-Tier Extraction Architecture.
Tier 1: Universal Physics Shipped Day One.
Out-of-the-box kinematic divergence, IMU shock, and localization slip extractors. No configuration needed.
Tier 2: Extractor SDK.
Let customers encode proprietary hardware failures in just 15 lines of Python. Hot-loaded instantly.
Format Agnostic.
Native support for MCAP, ROS 1 bags, ROS 2 db3, and VDA 5050.
Nanosecond Temporal Bounds.
Hybrid search that crosses cosine similarity with strict SQL time bounds for absolute precision.
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