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AI-powered plants,
built for uptime.

We connect equipment, quality, and operations through data — supporting everything from maintenance and inspection to paperwork automation.

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Anomaly-detection dashboard Anomaly Detection
Production line with AI visual inspection detecting defects Automated Inspection
Digitizing paper forms on the shop floor Paperwork Automation
01Sensing Informatics

Detect problems before equipment fails,
with anomaly detection & predictive maintenance.

The system detects signs of failure in real time using vibration, electrical current, temperature, and other sensor data. It keeps false alarms to a minimum and explains why each anomaly was flagged.

Talk to us about anomaly detection & predictive maintenance
Petrochemical plant at dusk Real-time anomaly-detection dashboard Real-time monitoring of plant and equipment data
02Visual & Signal Inspection AI

Make inspections objective and quantitative,
with automated inspection & measurement.

Image- and sensor-based inspection is automated with AI. Pass/fail criteria that varied by inspector become numbers, records are kept automatically, and faint defects are caught by signal processing combined with AI.

Talk to us about automated inspection & measurement
Production line with AI visual inspection detecting defects Signal analysis for precision measurement Defect detection with AI visual inspection
03Reports, OCR & Business Systems

Move beyond paper and Excel,
with document & workflow automation.

From OCR for paper forms, AI checks of inspection items, and automated report generation to RAG and AI agents over your internal documents — shop-floor records and know-how become usable data assets.

Talk to us about document & workflow automation
Worker checking equipment with a tablet in a factory Data extraction from forms with OCR AI-assisted checks on the shop floor

Challenges we solve

＼ Do any of these sound familiar? ／

Relying on veteran intuition Decide with data
Unplanned downtime Detect early signs
Inconsistent inspection Quantify with AI
Mountains of paper and Excel Organized automatically

What sets our technology apart

Engineer monitoring shop-floor data on a tablet
Anomaly detection with little data Starts with minimal training data
Electronics assembly line in normal operation
No historical anomaly data required Learns from normal operating data alone
Bayesian analysis screen presenting results as probability distributions
Predictions with uncertainty Confidence levels enable safe decisions
Dashboard showing anomaly intervals and estimated causes
Explainable AI False positives can be traced and verified

Case studies

View all case studies →
Real-time vehicle anomaly-detection case
Anomaly DetectionReal-time
Real-time anomaly detection on vehicle driving data Read the case
Vibration-based anomaly-detection case
Vibration SensingAnomaly Detection
Equipment anomaly detection from vibration data Read the case
Form-OCR data extraction case
Form OCRWorkflow Automation
Form-OCR data extraction and workflow automation Read the case

Start with a single process.

Tell us about your shop-floor challenges. We propose a staged path, from an anomaly-detection PoC to full business systems.

Talk to us about Manufacturing DX