Safety & Security
Our on-prem solutions respect your data sovereignty and firewall constraints.
Model-Aware® Auditor
Continuous on-prem MTConnect stream validation that surfaces issues instantly so your data stays trusted for operations, analytics, and compliance.
- Continuously validates streams against MTConnect requirements.
- Reports errors in real time and aligns findings with validator workflows.
- Runs fully on-prem for secure, segmented, or offline manufacturing networks.
- Protects downstream dashboards and AI models from bad input data.
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 | Flags stream and semantic issues instantly with clear details for fast troubleshooting. |
| Validation Solution | Complements validator.tams.ai spot checks with always-on 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.
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, Edge Connect, or Shop-Connect 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
