Capture What
Others Miss
Edge AI turns purpose-built sampling into better data —
less bandwidth, less storage, higher resolution.
Predictive Condition Monitoring
Advanced signal processing captures machine health indicators in real-time. From time-domain vibration to frequency-domain intelligence.
EventDetect batching kitchen
A six-station batching plant that turns signals into named events with evidence and cause chains, including a 40 ms pump cavitation peak that a 100 ms controller scan never records. Take the guided tour in your browser, no sign-up.
Live Signal Processing Simulation
Watch real-time DSP analysis in action (updates every 100ms)
Hardware-Accelerated Edge DSP captures high-speed transient mechanical envelopes with zero CPU overhead
Envelope isolation • Order-tracked harmonics • Pre-trigger anomaly capture • EventDetect lifecycle state integration
Built for Performance
Every component engineered for reliability, speed, and precision.
Lightning Fast
Oversampled-at-the-source, beyond-audio bandwidth
Catch transient events others miss. See vibrations that disappear in the blink of an eye.
Real-Time DSP
On-chip FFT, filtering, and RMS calculation
Industrial-grade ARM CMSIS-DSP processes signals at the source. No cloud delays.
Zero CPU Load
DMA-driven data collection
Your processor stays free for analysis. Hardware handles the heavy lifting automatically.
Multi-Mode Operation
Normal, Average, or Displacement modes
Adapt to any application. One platform, infinite possibilities.
Order Tracking
Encoder-synchronized analysis for rotating machinery
Track vibration orders relative to shaft speed, not fixed frequencies. Identifies faults that move with RPM changes—ideal for variable-speed equipment.
Fully Documented
Comprehensive documentation and support
Complete firmware documentation. Professional-grade architecture designed for extensibility.
Industrial-strength monitoring meets embedded efficiency
From Sensor to Insight
Data flows through a precision-engineered pipeline. From raw acceleration to actionable intelligence in microseconds.
Wideband 3-Axis Sensor
High-Speed Capture
Deep Hardware FIFO
Zero-Drop Buffering
DMA Transfer
Zero CPU Overhead
Envelope Isolation
High-Speed Conditioning
Order & Spectral FFT
Phase-Locked Harmonics
EventDetect Lifecycle
Envelopes • Alarms • Trim
See the Unseen Frequencies
256-point Real FFT transforms time-domain vibrations into frequency-domain intelligence.
104 Hz resolution per bin.
Real-time FFT transforms raw acceleration into actionable frequency data
Identify bearing defects, motor imbalances, and structural issues before they become failures.
Building on top of this?
Platform docs, SDKs, open-source integrations, BYOS patterns, CI/CD, and the rest of the stack live on the developer side.
$ visit kraftware.dev →Fast Sensors. Lifecycle Controls.
One Platform.
Edge-AI shock envelope inference at the source, Golden Disk cycle baselines, and EventDetect self-healing lifecycle controls. Standards-incorporating, invitation-only.
Read the Story: Self-healing lifecycle state machines & integrated controls.
Read the complete illustrated guide to Edge-to-Cloud shock envelopes, Golden Disk cycle baselines, and PLC batching integration — or play the narrated video at any chapter.
One Platform, Infinite Possibilities
From factory floors to research labs, XLSensor adapts to your needs.
← Scroll to explore more applications →
Know what changed — before anyone has to ask.
ROI, downtime avoided, cascading-failure containment — the boardroom case for edge-to-cloud event analytics.
Industrial-Grade Components
Built on proven hardware. Designed for reliability.
Sensor
- Architecture
- Wideband 3-Axis MEMS
- Type
- Tri-Axial Industrial Accelerometer
- Sample Rate
- Purpose-built, oversampled
- Range
- Configurable multi-range
- Bandwidth
- Beyond-audio wideband
Processing
- Engine
- Real-Time Embedded Edge DSP
- Clock
- Sub-microsecond PTP synchronized
- Memory
- Pre-trigger circular ring buffer
- DSP
- Hardware-Accelerated Spectral Core
Interface
- Bus
- High-speed synchronous SPI
- DMA
- Hardware-Accelerated Zero-Drop
- FIFO
- Deep on-sensor buffer
- Telemetry
- Structured EventDetect Envelopes
DSP Features
- Spectral
- Order-Tracked & Real-FFT Analysis
- Resolution
- Fine-grained harmonic bins
- Filtering
- Configurable Envelope Isolation
- Analysis
- RMS, Peak, Crest & Harmonic Bands
- Lifecycle
- ISA-88 / ISA-18.2 State Integration
Every component selected for performance, tested for reliability
From real-time embedded DSP processing to wideband 3-axis MEMS sensing, precision engineering at every layer.
Our open-source weather widget — a public production surface.
The same platform powers industrial floors. See the code, embed it, track weather-sensor data via open APIs.
Open weather.kraftware.dev →Ready to capture what
others miss?
Request an invite — or email [email protected] directly.