Accelerate hardware testing

  • Run more experiments in your test facility window
  • Get live alerts and instant insights at the testbed
  • Catch critical failures before disassembly
DATA INGESTIONREADY

Universal Data Format Support

Import telemetry from virtually any engineering data source without manual cleanup or script rewrites.

Supported Native Formats
CSVExcelTDMSMDF / MF4CCSDSROS 1 / ROS 2PX4 ULogBIN LogsCAN BusMQTTJSONParquetHDF5PCAPSerialTCP / UDPWebSocket
Don't see your format? Build your own parser using the Xpectra SDK.
Supported Formats9 / 9 indexed

CCSDS

.ccsds

TDMS

.tdms

MDF4

.mf4

HDF5

.h5

CSV

.csv

Parquet

.parquet

Binary

.bin

XTCE

.xtce

JSON

.json

xpectra-ingest --detect-schema✓ Auto-detected
TIME REPLAYSYNCHRONIZED

Interactive Playback

Replay recorded telemetry exactly as it happened with nanosecond timestamp sync.

Event Markers

Automatic incident & anomaly flags.

Multi-stream Synchronization

Align 250+ DAQ channels on one clock.

Variable Speed

Slow-motion to 50x fast forward.

Timeline Scrubbing

Jump to anomaly timecodes instantly.

Frame-by-frame Playback

Inspect microsecond transient glitches.

Telemetry Playback

Frame-accurate stream playback control.

Telemetry Playback --session-id=4821
Playback UI
Xpectra Playground --notebook.ipynb
ANALYTICS SANDBOXINTERACTIVE

Data Playground

Explore telemetry without writing complex data processing pipelines.

AI Assisted Analysis

Natural language query & anomaly flags.

Signal Plotting

Multi-channel zoom-linked browser charts.

Compare Channels

Overlay test campaign signals side-by-side.

SQL Query

Execute ANSI SQL directly on time-series.

Python Notebook

Integrated Pandas & Polars Jupyter kernels.

Export Results

One-click export to Parquet, CSV, or Arrow.

PERFORMANCE ENGINESIMD / GPU

Superfast Statistics Engine

Built for millions of telemetry samples with sub-second aggregate computation.

MeanRMSFFTPeak DetectionHistogramWindow FunctionsRolling StatisticsCorrelationCustom Formula Engine
combuster testing demo
Propeller test
REAL-TIME STREAMINGULTRA LOW LATENCY

Real-Time Streaming

Process live telemetry streams with ultra-low latency and zero packet loss.

High Availability

Multi-region failover & zero data loss.

Low Latency

Sub-millisecond ingestion to storage pipeline.

Live Processing

Ingest 500k+ msg/sec per cluster node.

Auto Buffering

Zero-loss ring buffer against backpressure.

Stream Validation

Enforce schemas & resequence out-of-order logs.

Event Triggering

Real-time webhooks on threshold breach.

CLIENT ENGINEEDGE & WASM COMPUTE

Client Engine

High-performance local processing engine running directly in your browser or edge hardware for zero-latency telemetry manipulation and offline evaluation.

Local WASM Processing

Execute sub-millisecond filter & FFT math client-side.

Zero Network Latency

Instant chart rendering & local formula evaluation.

Offline Cache & Sync

Buffer test telemetry locally & auto-sync when online.

Multi-Threaded Workers

Parallel Web Workers for smooth 120 FPS signal plotting.

Native Edge Bindings

C++, Rust, and Python SDKs for embedded DAQ hardware.

Air-Gapped Security

Keep sensitive telemetry enclosed inside local client memory.

xpectra-client-engine --wasmer=v2.4

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