Delivery Style
Projects stay practical: define the KPI story, connect the right data, build the reporting layer, and make the output usable for real business conversations.
Portfolio Case Studies
See how insight work becomes commercial clarity.
Ectrics focuses on decision-ready reporting, financial dashboarding, and analytical structures that turn scattered data into a sharper operating view. These examples show the kind of work I can support, from lean advisory assignments to more structured reporting environments.
Typical Assignments
Management dashboards, analytical reviews, KPI redesign, decision support for founders or managers, and structured reporting for finance-led teams.
Best Fit
Organizations that want more than a dashboard alone: they need a reliable view of what is happening, why it matters, and where to act next.
Selected Cases
A few examples of the work direction.
Healthcare / Private Practice
Psychology Practice Insight Mapping
An independent psychologist in Groningen needed clearer visibility into anonymized client patterns, intake flow, and treatment capacity.
Outcome
Built a compact analysis setup with visual insight layers that made trends, bottlenecks, and planning signals easier to read and discuss.
SME Finance Leadership
Finance Dashboarding for Management Reporting
Designed KPI structures and dashboard views that convert fragmented spreadsheets into a reliable management rhythm for revenue, margin, and cash discussions.
Outcome
Reduced reporting friction and created a single view for faster month-end decision making.
Commercial Operations
Operational Data Story for Growth Teams
Combined source data, cleaned definitions, and reporting logic into a decision-ready layer for teams that need clarity without a full BI department.
Outcome
Created a sharper link between daily operations, weekly performance reviews, and next-step priorities.
Reviews
What clients value in the collaboration.
“The dashboards made our conversations more focused. Instead of debating the numbers, we could finally discuss what to do next.”
“Ectrics translate analysis into something practical. The output felt professional, but also very usable for a small organization.”
“Strong analytical thinking, fast understanding of the business context, and clear visual delivery. That combination is rare.”