Business Intelligence Framework
Turn governed data into trusted, self-service insight and reporting.
Methodology
Layered BI model from semantic layer to governed reports and self-service analytics with a single source of metrics.
Components
Semantic & metrics layer; Reporting & dashboards; Self-service analytics; Data literacy; BI governance; Adoption & value tracking.
Governance
BI/analytics function owns; data office governs the semantic layer; business consumes. 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
BI strategy; Semantic-layer build; Self-service enablement.
Across the Data & AI ecosystem
Knowledge graph · 6 relations