Data Maturity Matters Research Partnership

Lumenai Data Maturity Partnership

Lumenai is collaborating with Data Maturity Matters to directly address the crisis where 85% of People Analytics and AI projects fail due to data quality issues. We deliver 3 of the 10 Root Conditions of Data Maturity: eliminating Multiple Data Sources through unified architecture, removing Subjective Judgement via structured protocols, and establishing standardised Data Input Standards from day one.

Our Revolutionary Approach

We offer organisations a groundbreaking 6-week research pilot that creates strategic people intelligence from scratch through systematic collection of structured qualitative behavioural data. Rather than trying to clean up fragmented operational systems or relying on subjective manager opinions, Lumenai deploys purpose-built data collection instruments that transform human complexity into analysable strategic intelligence.

The Lumenai Advantage:

• 60-120 minutes to collect universe-scale Human Capability Intelligence through frictionless protocols

• 192 modelling variables per query across 48 master statements covering Management, People, Structures, Accountability, Evaluation, and Compliance contexts

• Immediate DRL7+ access to Predictive People Analytics capabilities with structured data architecture for AI enablement and Human-in-the-loop Agentic systems

• 10-50K complete analytics combinations focused on 20-25 query types

• Purpose-built from day one - designed as a strategic product, not operational cleanup

AI-Ready Architecture: Our DRL 7 framework delivers immediate structured data architecture specifically designed for AI enablement and Human-in-the-loop Agentic workflows. This means organisations can deploy advanced AI systems with confidence, knowing the underlying data structure supports both automated intelligence and human oversight capabilities from day one.

Beyond Traditional Methods: While others focus on annual review cycles and cleaning operational data, we create continuous real-time structured people data banks with standardised collection protocols that eliminate bias at source. Our single unified platform removes integration challenges entirely, delivering objective data collection that replaces subjective opinion with systematic intelligence.

This enables immediate capability for Predictive People Analytics and AI enablement, positioning organisations at the forefront of the data maturity revolution.