Continuous stream review
Audit selected MTConnect streams as production data changes.
Continuous MTConnect Stream Validation
Model-Aware Auditor
Surface actionable validation findings as production MTConnect streams change.
Purchasing path
Custom quote
Pricing is scoped to the selected product, deployment, and implementation requirements.
- Best for
- Production teams that need ongoing MTConnect stream quality checks
- What you need
- Running MTConnect agents, validation scope, and deployment constraints
- Delivery or workflow
- On-premises continuous auditing with actionable validation findings
Overview
What Model-Aware Auditor helps your team do
An on-premises product for continuously auditing MTConnect Agent streams for conformance and data-quality issues.
Surface actionable validation findings as production MTConnect streams change.
On-premises operation
Operate within the customer network boundary.
Common uses
- Continuously review Agent streams
- Detect stream quality regressions
- Maintain validation evidence during operation
Auditor gives your team a permanent quality gate between machine data streams and business decisions. Instead of discovering schema drift or missing observations after reporting breaks, you get immediate, standards-based alerts that keep your MTConnect implementation healthy over time.
| Compliance Monitoring | Continuously checks conformance so non-compliant changes are caught before they affect production reporting. |
|---|---|
| Error Handling | Reports detected stream and semantic issues with details for troubleshooting. |
| Validation Solution | Complements validator.tams.ai spot checks with ongoing auditing in your environment. |
| On-Prem Deployment | Runs inside your network boundary to support security, privacy, and regulated environments. |
Model-Aware® technology uses patent-pending automation to generate MTConnect adapters directly from information models.
Product data
Technical details, deployment, and resources
Review the approved product facts and boundaries used to scope a deployment.
Specifications
- Inputs
- Running MTConnect Agent streams; Validation scope and applicable MTConnect version
- Outputs
- Ongoing audit findings; Stream-quality evidence
- Components
- On-premises Model-Aware Auditor software; Configured validation rules
- Requirements
- Network access to the reviewed MTConnect Agents; Defined validation scope
Integration profile
- Interfaces
- Read-only MTConnect Agent REST API responses
- Deployment
- On-premises software inside the customer network boundary
- Data persistence
- Audit evidence and retention are configured for the scoped deployment.
- Security boundary
- Agent access, service identity, retention, and permitted network flows remain deployment-specific customer and TAMS responsibilities.
- Custom integration
- Agent inventory, MTConnect versions, validation rules, and evidence requirements are scoped before deployment.
Deployment and purchasing
Purchasing path
Custom quote
Pricing is scoped to the selected product, deployment, and implementation requirements.
Scope factors
- Running MTConnect agents
- Validation scope
- Deployment constraints
Capabilities and explicit boundaries
Continuous stream review
Audit selected MTConnect streams as production data changes.
Included
Continuously audit selected MTConnect Agent streams for configured conformance and data-quality findings.
Needs: Running Agent streams; Configured version and validation scope
Boundary: Findings depend on accessible data and the configured scope.
On-premises operation
Operate within the customer network boundary.
Included
Operate inside the customer network boundary with access to the selected Agent streams.
Needs: Approved network access
Boundary: Auditor does not connect machines or replace an Agent.
Additional product limitations
- Model-Aware Auditor does not connect machines or replace an MTConnect Agent
- Findings depend on the configured validation scope and accessible stream data
Downloads and resources
Validator Workflow Guide
Understand the workflow for validating documents and interpreting actionable findings.
Other Products
MTConnect Validation Platform
Verify stream quality before bad data reaches analytics and reporting.
- Online validator checks and reporting
- On-prem auditing for continuous compliance
- Actionable remediation guidance for teams
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
Model-Aware® Machine Adapters
Generate MTConnect®-ready streams directly from information models.
- Reduce manual mapping and translation layers
- Support software or Edge-Connect appliance delivery
- Scale across mixed controller environments
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
Plan your validation strategy with confidence
- Tailored to your machine connectivity needs
- Flexible deployment and licensing for your environment
- Rapid implementation with expert manufacturing support
