Data Maturity Matters Consortium - Kick-Off Event

Why 85% of People Analytics and AI Projects Fail and What We're Doing About It

Despite massive investments, most organisations hit a wall with their People Analytics and AI initiatives. The problem isn't algorithms or computing power, it's data quality and maturity.

Welcome to Data Maturity Matters: an action-led, open-source consortium where business leaders, academics, developers, policy makers, and vendors collaborate to build data mature practices that establish robust Predictive People Analytics and AI enablement strategies that actually deliver ROI.

This is academically rigorous, standards-driven, and built on the principle that transparent, accessible frameworks are the foundation for transforming failed projects into proven outcomes.

What This Event Is About

Join the founding members as we launch this action-oriented consortium and establish open-source standards, toolboxes, and practices in people data maturity. Get free access to frameworks designed to build the data foundations your organisation needs for predictive analytics and AI that work.

What We'll Cover

The Vision (15 mins)

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

How It Works (20 mins)

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 (25 mins)

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

Your Role (15 mins) 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

You'll Leave With

✓ 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

Data Maturity Matters Kick Off Event #1