BI & Analytics Consulting
Senior consulting for product and business teams. Data strategy, modeling, governance, and self-service BI.
I take on a limited number of freelance and contract engagements alongside my consulting practice — if you need senior BI expertise for a defined project, let's talk.
BI Consulting & Analytics Strategy
Get a pragmatic plan teams can rally behind: shared KPIs, clear direction, and measurable outcomes.
Recent work: defined the analytics product roadmap and aligned marketing, finance, and operations teams at VodafoneZiggo around a shared data language.
- Define KPIs & a shared language
- Align stakeholders and priorities
- Lightweight operating model for delivery
Business Analysis & Product Ownership (Data)
Turn ideas into shipped analytics: crisp stories, acceptance criteria, and a focused backlog.
Recent work: owned end-to-end solution design as Product Owner for VodafoneZiggo's B2B analytics and data integration squads, from business case through delivery.
- Discovery workshops & requirements
- Backlog ownership and prioritisation
- Delivery oversight with dev/analytics teams
Data Modeling & Architecture
Reliable, scalable data models—so people trust the numbers and queries stay fast.
Recent work: built the data models behind currency-at-risk and credit-line reporting at Viterra, and designed enterprise data models for telecom clients including KPN and Etisalat.
- Source-to-target mapping & definitions
- Dimensional/relational patterns & naming standards
- Performance-aware modeling & documentation
Data Governance & Stewardship
Trusted data with clear ownership and quality controls—without heavyweight bureaucracy.
Recent work: led data validation and governance alignment for ABN AMRO's bank-wide Finance & Risk Architecture program.
- Business glossary & data ownership
- Data quality checks & issue lifecycle
- Access policies & stewardship routines
Dashboarding & Self-Service BI
Dashboards people actually use, plus reusable datasets and guardrails for scale.
- UX principles for effective dashboards
- Reusable datasets & governance guardrails
- Training & adoption playbooks