Data governance, made practical

Turn your data into an asset you can actually trust.

Meta4Data helps organizations build and mature data governance programs that are usable, scalable, and built to last — backed by a team with deep, specialized expertise and decades of combined experience across many industries.

Start free. Get a tailored report. Adopt the kit. Bring us in when you're ready.

How we help

A path from "we should do something about our data" to a working program.

Each step stands on its own — and each one makes the next easier. Start anywhere.

Free

1. Maturity Survey

Assess your data governance across nine dimensions in minutes. See where you stand.

Tailored

2. Your Maturity Report

An AI-generated report grounded in your answers — your maturity, your biggest gaps, and what to do next.

Self-serve

3. Data Governance Starter Kit

30 ready-to-adapt policies, standards, and enablement materials — a complete program foundation.

Guided

4. Workshops & Education

We teach your team to run it — executive briefings, steward training, and findings debriefs.

Ongoing

5. Advisory & Consulting

Hands-on help building the program — assessment, operating-model design, and implementation.

Start here · free

Where does your data governance stand today?

Our Data Governance Maturity Survey assesses your program against a proprietary Capability Maturity Model spanning nine dimensions — then a tailored report shows your gaps and a prioritized path forward.

Accountability & Ownership Stewardship & Operating Model Culture & Literacy Data Quality Metadata & Master Data Data Architecture & Integration Data Protection & Compliance Data Value & ROI AI Readiness & Responsible AI

The product

The Data Governance Starter Kit

Stop starting from a blank page. Thirty documents that reference each other — shared vocabulary, shared roles, shared structure — so you adopt one coherent program, not a pile of files.

23 ready-to-adapt policy and standard templates across six tiers, plus a complete enablement layer: a rollout roadmap, a teacher's guide, briefing decks, handouts, and a glossary.

Foundation & Operating 4 docs

  • Policy + Enforcement, Council Charter, Roles & RACI

Compliance Pack 3 docs

  • Privacy, Retention, Access & Sharing

Standards Pack 5 docs

  • Naming, Metadata, Glossary, DQ Rules, Reference Data

AI Governance + Enablement 7 docs

  • Responsible AI, roadmap, teacher's guide, decks, glossary

Insight

White papers

Research-grounded points of view you can forward to a CFO or a CDO.

For data & AI leaders

The AI-Readiness Gap

Why most AI initiatives stall on untrustworthy data — and the governance foundation that turns AI bets into returns.

For finance leaders

The Hidden Cost of Bad Data

A CFO's guide to data-quality ROI: where the cost hides, a worksheet to size your own exposure, and the return from fixing it.

Work with us

What we do

Decades of combined experience, focused exclusively on data governance, across many industries.

01

Current-State Assessment

Assess your current state and build the use case for a data governance program.

02

Future-State Ideation

How much governance is enough? We help shape your vision, mission, and SMART goals.

03

Roadmap & Strategy

Close the gap between today and where you need to be, with a realistic timeline.

04

Mentoring

We transfer enough knowledge that your team can stand on its own and keep maturing.

05

Education

Customized data governance education for every level of your organization.

06

Thought Leadership

Experience across organizations and industries to help you avoid the pitfalls.

Let's work together.

Start with the free survey, grab the starter kit, or reach out about an assessment or workshop.