Read "What is DMM?" Deck

What is Data Maturity Matters?

Access the founding members deck from the November 2025 launch of this action-oriented consortium that outlines what Data Maturity Matters and the open-source standards, toolboxes, and practices in People Data Maturity.

What the Deck Covers

The Vision

  • Building an action-led consortium for data maturity

  • Why we need academically rigorous, open-source standards

  • Introducing Lumenai LABS and The Talent Intelligence Community

  • From failed projects to reliable ROI

Your Role

What each stakeholder brings to building data maturity:

  • Academics: Research rigour and validation

  • Business Leaders: Real-world implementation insights and ROI measurement

  • Policy Makers: Governance and ethical frameworks

  • Developers: Technical innovation and open-source tools

  • Vendors: Transparent, standards-aligned product development

How It Works

  • Membership and contribution expectations

  • The six-month action cycle: talks, podcasts, use cases, implementations

  • Open-source standards development and toolbox approach

  • Building data mature practices together

Get Involved

  • Working groups and research initiatives

  • Speaking and thought leadership opportunities

  • Implementation partnerships and real-world use cases

  • Knowledge sharing across sectors

  • Contributing to open-source standards evolution

Whats in it for you.

✓ Clear action plan for building data mature practices
✓ Contribution and engagement opportunities for the next 6 months
✓ Connections with fellow founding members
✓ Access to open-source frameworks and toolboxes
✓ A roadmap to robust Predictive People Analytics and AI enablement that delivers ROI