PCG Public Consulting Group Education Intelligence
PCG Education Intelligence

Data Governance Modernization for Education Agencies

A practical, education-focused approach that helps state education agencies and school districts build trusted data, stronger privacy practices, clearer accountability, and a foundation for analytics and responsible AI.

Governance Value Path From data complexity to trusted use
Source Systems
Data Catalog
Definitions + Ownership
Quality + Lineage
Privacy Controls
Trusted Reporting
Result: staff can find, understand, protect, and use the right data with more confidence.

Why it matters

Trusted data is the foundation for everything else

Education agencies depend on accurate, secure, well-defined data for reporting, funding, program improvement, accountability, and student support. Data Governance Modernization creates the roles, policies, workflows, and platform foundation that make data easier to find, understand, protect, and use.

1

Trusted information

Common definitions, clear ownership, quality expectations, and certified sources for high-value data.

2

Reduced risk

Stronger privacy, access, classification, retention, and data sharing practices.

3

Faster answers

Staff locate assets and use approved data without relying on tribal knowledge.

4

Future readiness

A foundation for interoperability, analytics, and responsible AI adoption.

Who this is for

Built for agencies at any stage

SEA

State education agencies

Manage complex, cross-program data and heavy reporting obligations. We help establish governance that scales across divisions and supports statewide longitudinal data efforts and cross-agency sharing.

LEA

School districts

Balance limited staff with real privacy and reporting demands. We tailor a right-sized program so a small team can sustain trusted data practices without heavy overhead.

Wherever you are today

Whether you are starting from scratch, strengthening an existing program, or preparing for analytics and AI, the approach meets you where you are and grows with you.

Start here

Where to go next

This site is a reference you can explore and share with your team. These are the best places to begin.

Shared language

Governance in plain terms

A quick shared vocabulary makes governance conversations easier. A fuller glossary lives on the Resources page.

Data owner The leader accountable for a data domain and the decisions about it.
Data steward The person who maintains definitions, quality, and day-to-day care of the data.
Lineage The traceable path of a data element from its source to the reports that use it.
Classification Labels that show how sensitive data is and how it must be handled.

Common questions

Frequently asked

What is data governance, in plain terms?

The people, rules, and tools that make your data easy to find, trust, protect, and use.

Who is this for?

State education agencies and school districts, from teams just starting out to those maturing an existing program.

Where should I start?

Most agencies begin with a Situation Analysis to baseline the current state before committing to a larger effort.

Have questions after our first conversation?

This reference is yours to explore and share internally. When you are ready to go deeper, reach out to your PCG team.

Email Mike Hadaway ✉