AuraOne
Domain Lab

The line never stops. Neither does quality.
Inspected. Certified. Production-qualified. AI monitors every sensor. You get maintenance windows before failures.
For plant operations teams where unplanned downtime costs thousands per minute.

Connect OPC-UA or MQTT telemetry. AI runs real-time anomaly scoring, RUL calculation, and defect detection. Results ship with ISO 55000/NERC audit reports.

Your first run

One telemetry stream. Anomaly scoring live. First maintenance schedule in days.

TrustScore™ WorkforceRegression BankControl Center
Accepted formats
OPC-UA / MQTT / CSV

Connect telemetry streams or upload historical sensor data.

Compliance frameworks
ISO 55000 / NERC

Audit reports structured for asset management and regulatory review.

Pre-built agent
line-monitor

Real-time anomaly scoring, RUL calculation, and defect detection.

Focus Areas

What this lab is built for.

Surfaces designed for scientists, operators, and executives. Every output is versioned with provenance so no work is lost.

Predictive Maintenance

Fix it before it breaks.

  • Streaming telemetry ingest (vibration, temp, pressure, current)
  • Remaining Useful Life (RUL) calculation per asset
  • Maintenance scheduling aligned to planned production windows

Visual Quality

Inspection you can audit.

  • Defect detection on line imagery (scratches, dents, misalignment)
  • Thermal and visible spectrum analysis for hidden faults
  • Escalate ambiguous defects to inspectors with full context

Factory Intelligence

Line-specific learning.

  • Adapt detection workflows to machine-specific signatures
  • Deploy alerts and runbooks to edge operators
  • Track reliability KPIs across all lines and shifts
Signature Workflow

How Manufacturing runs.

Automated evaluation. Expert routing. Regression-tested releases.

Step 1

Connect

Stream machine health.

  • Connect vibration, temperature, and telemetry streams
  • Calculate anomaly scores in real-time per asset
  • Visualize trends and predicted failure windows
Step 2

Inspect

Score product quality.

  • Capture product images at key line stages
  • Detect scratches, dents, and misalignments automatically
  • Route rejects for human verification with context
Step 3

Schedule

Optimize uptime.

  • Schedule maintenance during planned production windows
  • Update thresholds and runbooks based on verified incidents
  • Export ISO/NERC audit reports for plant management

Overview

Connect your telemetry streams and get real-time anomaly scoring, RUL calculation, and defect detection — with maintenance scheduling and audit reports your plant management will accept. AuraOne Manufacturing connects telemetry, inspection, and escalation into one operating loop.

Manufacturing capsule

Inspected. Certified. Production-qualified. AI monitors every sensor. You get maintenance windows before failures.

  • Connect OPC-UA or MQTT telemetry. AI runs real-time anomaly scoring, RUL calculation, and defect detection. Results ship with ISO 55000/NERC audit reports.
  • OPC-UA / MQTT / CSV Accepted formats
  • Focus: Predictive Maintenance
  • Workflow: Connect

Predictive operations

Use telemetry signals to flag likely issues early and route high-impact cases to humans. Keep incident timelines and outcomes auditable.

Manufacturing capsule

Inspected. Certified. Production-qualified. AI monitors every sensor. You get maintenance windows before failures.

  • Connect OPC-UA or MQTT telemetry. AI runs real-time anomaly scoring, RUL calculation, and defect detection. Results ship with ISO 55000/NERC audit reports.
  • OPC-UA / MQTT / CSV Accepted formats
  • Focus: Predictive Maintenance
  • Workflow: Connect

Operational evidence

Inspection and maintenance decisions stay connected to the evidence that produced them. Export ISO/NERC audit reports when plant reviews or regulators demand it.

Manufacturing capsule

Inspected. Certified. Production-qualified. AI monitors every sensor. You get maintenance windows before failures.

  • Connect OPC-UA or MQTT telemetry. AI runs real-time anomaly scoring, RUL calculation, and defect detection. Results ship with ISO 55000/NERC audit reports.
  • OPC-UA / MQTT / CSV Accepted formats
  • Focus: Predictive Maintenance
  • Workflow: Connect

Proof hooks

Evidence that stays attached

This is what the system is designed to record for Manufacturing workflows. Metrics and outcomes depend on your deployment and must be validated in staging and production.

ISO 55000 / NERC
Audit reports for asset management and regulatory review.
RUL evidence
Remaining useful life calculations with telemetry lineage.
Defect trails
Inspection decisions, escalations, and outcomes recorded per asset.
Want the security and evidence model? Start in the Trust Center.
Visit Trust Center

Start your Manufacturing Lab.

One session. First lab running.