The Integration Journey: Validate

Review MTConnect structure, conformance, and data quality before or during production use.

The Integration Journey

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Confirm that MTConnect data is structured, meaningful, and ready for downstream use.

What it is

Evaluate documents and streams against a defined scope

Validate uses spot checks, repeatable evidence, or ongoing auditing to identify schema, structure, semantic, and data-quality findings in MTConnect information.

Why it matters

A reachable stream is not automatically a dependable stream

Validation helps teams understand what downstream users can safely rely on and where an integration needs correction, qualification, or continued review.

What teams bring and what they gain

Typical inputs

  • MTConnect documents or reachable streams
  • Applicable MTConnect version
  • Defined review and evidence scope

Useful outcomes

  • Clear conformance and quality findings
  • Evidence for commissioning or troubleshooting
  • A basis for remediation and ongoing review

Products for Validate

Each product has a distinct role and can be evaluated independently based on your current need.

MTConnect Validation Platform

A set of browser-based, on-premises, and engineering workflows for checking MTConnect documents and streams against an agreed validation scope.

Primary outcome: Identify conformance and data-quality findings before or during production use.

Explore MTConnect Validation Platform

Model-Aware Auditor

An on-premises product for continuously auditing MTConnect Agent streams for conformance and data-quality issues.

Primary outcome: Surface actionable validation findings as production MTConnect streams change.

Explore Model-Aware Auditor

Part of a connected operating model

Validation can be used during development, commissioning, or production and does not require visitors to begin with a TAMS connectivity product.

View the complete Integration Journey

Discuss your current integration focus

  • Review the equipment, information, and workflow requirements in scope
  • Choose the product or engineering path that matches the current need
  • Define practical deployment and validation boundaries
Manufacturing engineer reviewing dashboard results

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