MTConnect validation dashboard highlighting stream checks

MTConnect Validation Platform

Use online and on-prem validation workflows to catch MTConnect errors early and protect downstream analytics, reporting, and automation.

  • Validate MTConnect documents before deployment and release.
  • Continuously audit streams to catch schema drift and integrity issues.
  • Generate standards-referenced findings your team can act on.
Open MTConnect Validator
Validation dashboard and stream compliance checks

Validation platform options

Online Validator

What it is: validator.tams.ai for spot checks, uploads, and report sharing.

Best for: Fast checks during development and commissioning.

Open Validator

Model-Aware® Auditor

What it is: On-prem stream auditing with continuous checks.

Best for: Production systems requiring persistent compliance evidence.

Learn more

Validation feature summary

Compliance ChecksDetect missing metadata, type mismatches, and model-conformance issues.
Error HandlingContinuously checks metadata, units, and DeviceModel conformance.
ReportingProduces detailed, standards-referenced reports for remediation.
Alerting SupportConnect findings to operational alerting and escalation workflows.
Model-Aware Auditor validation badge

Validation workflow support

  • Validator for spot-checking documents and adapters during implementation.
  • Auditor for continuous stream monitoring on-prem.
  • Alerts for action-oriented notifications when quality conditions change.

Model-Aware® technology uses patent-pending automation to generate MTConnect adapters directly from information models.

Related Products

Model-Aware® Machine Adapters

Generate MTConnect®-ready streams directly from information models.

  • Reduce manual mapping and translation layers
  • Support software, Edge Connect, or Shop-Connect delivery
  • Scale across mixed controller environments

Explore adapters

Model-Aware® Auditor

Continuous, on-prem stream validation to keep MTConnect data dependable.

  • Instant schema and semantic error detection
  • Validator-aligned findings and reporting
  • Secure deployment for restricted networks

Explore Auditor

Model-Aware® Alerts

Real-time alerting that helps teams respond before downtime compounds.

  • Idle-machine and stop notifications
  • Automatic shift summary emails
  • Custom plugin conditions by workflow

Explore Alerts

Smart Manufacturing Engineering

Hands-on engineering to implement and extend your IIoT stack.

  • Connectivity architecture and database integration
  • Tool-data and CAM workflow integration
  • Custom AI/ML and GPT solution development

Explore services

Next Steps

  • Tailored to your machine connectivity needs
  • Flexible deployment and licensing for your environment
  • Rapid implementation with expert manufacturing support
Manufacturing engineer reviewing dashboard results

Safety & Security

Our on-prem solutions respect your data sovereignty and firewall constraints.

Guaranteed Results

We ensure your data flows are compliant and reliable.

Flexible Deployment

Hardware and software options to fit your facility’s needs.