Methodology
Master-data domains, golden-record rules, matching/merging, hierarchies and stewardship to maintain authoritative reference data.
Components
Master domains; Golden-record rules; Match & merge; Hierarchies & reference data; MDM stewardship; Distribution & sync.
Governance
Domain owners govern master data; MDM stewards maintain; data office sets standards. L1 Initial L2 Developing L3 Defined L4 Managed L5 Optimised Ad hoc Basic, siloed Standardised & Quantified & integrated Predictive & embedded governed
Maturity levels
Implementation roadmap
Diagnose (assess maturity) → Design (tailor framework & governance) → Build (policies, standards, controls, pipelines) → Embed (training, culture, adoption) → Assure (test, benchmark, re-score).
Deliverables
Framework document, governance & RACI, policy/standard templates, maturity score & roadmap, board reporting pack.
Advisory opportunities
MDM strategy; Golden-record build; Reference-data governance.
Across the Data & AI ecosystem
Knowledge graph · 4 relations