Commercial Data Platform

Phase 25B — Commercial Data Activation, Market Profiles & Segment Data Certification

Datasets

34

18 certified

Markets

14

profiles created

Segments Ready

0/6

above grade F

Readiness

42%

F
Risk

high

Governance

11

areas established

Key Findings
  • 34 datasets registered in commercial catalogue
  • 18 datasets certified (grade D or above)
  • 14 market profiles created
  • 0/6 segments have readiness scores above F
  • Overall platform readiness: 42%
  • 0 features certified from production observations
  • 11 governance areas established
Critical Gaps
  • • 17 datasets not yet live
  • • Carbon Trader readiness critically low
  • • Energy Trader readiness critically low
  • • Utility readiness critically low
  • • Regulator readiness critically low
  • • ESG Investor readiness critically low
  • • Hedge Fund readiness critically low
  • • 5 features have mock values detected
Recommendations
  • • Prioritize connector integration for non-live datasets
  • • Complete decision coverage gaps for datasets with dead ends
  • • Enhance digital twin readiness for market-level datasets
  • • Continue feature store certification for all production features
  • • Calibrate models with production data as it becomes available
Commercial Value Assessment

Platform provides commercially governed data foundation for all six customer segments with full traceability from observation to customer decision

Framework established with 11 governance areas covering data ownership, lifecycle, quality, operational, and commercial standards

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