
Robotics
Ingest every robot's high-rate, multimodal telemetry, and compare every run on one timeline.
SIFT for robotics
High-rate, multimodal robot telemetry lands in its native structure
Stream torque, encoder, vision, force, and IMU channels together at the rate each was recorded, down to sub-second precision. Schema-evolving telemetry stays queryable as your robots change, so a regression in one joint reads against the camera and force data from the same run.

One platform, from your first prototype to your production fleet
01
Develop
Validate control algorithms, joint motion profiles, and sensor fusion against high-rate telemetry.
Analyze torque, encoder, vision, and force data across simulations and testbeds.
Improve repeatability and precision with insight from every build.
02
Validate
Run automated checks across simulation, HIL, and physical testbeds.
Compare runs side by side to catch regressions at sub-second precision.
Streamline compliance with DFARS, NIST SP 800-171, and AS9100.
03
Operate
Monitor robotic cells and conveyor lines in real time.
Surface misalignments, cycle deviations, and thermal spikes the moment they appear.
Trend wear across the fleet to schedule maintenance on condition.
Visualize. Validate. Scale. Operate.
Sift replaces brittle scripts and siloed dashboards with an observability platform built for robotic systems.
Your team ingests any robotics telemetry, at the rate it was recorded

real customer achievements
Automatic review saves the rover team weeks of manual work.
Venturi Astrolab is building a fleet of planetary rovers for the Moon and beyond. Automatic data review on Sift saves weeks of manual work and supports more frequent releases, with full hardware genealogy traced from production through operation.

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