PI System Data Governance Masterclass

PI System Data Governance Masterclass

PI System governance is more than naming standards and access control. It is the technical discipline that keeps operational data understandable, trustworthy, and safe to change. This masterclass provides a practical framework for governing PI tags, AF models, calculations, integrations, and downstream applications without turning governance into a committee exercise.

What You'll Learn:

Build End-to-End Traceability

Understand how to trace data from sensors and source systems through interfaces, PI tags, AF, calculations, PI Vision, reports, and downstream applications.

Control Change and Understand Impact

Learn how lineage, impact analysis, ownership, and change history help teams understand what changed and what could be affected before making changes.

Standardize PI and AF at Scale

Establish practical standards for naming, metadata, engineering units, AF templates, calculations, and asset structures that can be applied across sites and projects.

Protect Data Quality and Fidelity

Govern stale data, bad values, flatlines, configuration drift, duplicate writers, and exception and compression settings so PI history accurately represents the process.

Build a Practical Governance Roadmap

Apply governance to high-value operational workflows first, assign clear accountability, and expand controls over time instead of attempting to govern every tag at once.

Type: Masterclass Guide
Reading Time: 20 min read