Connect to sources like CAN bus logs, OPC-UA endpoints, and control system outputs — turning raw device-level telemetry into structured, versioned datasets ready for downstream use.
Feed data into model training and inference pipelines with confidence. Ascend handles schema evolution and reprocessing logic so your pipelines don’t break every time your format changes.
Automatically deliver real-world datasets into test and staging environments. Validate new automation logic, tune feedback loops, and avoid surprises in production.
Align and structure data from LIDAR, IMUs, GPS, cameras, and edge devices. Build high-quality datasets from asynchronous, high-volume signal sources.
With built-in lineage and metadata tracking, teams quickly pinpoint when telemetry pipelines fail and why — streamlining debugging across firmware versions and device types.