BI Reporting Implementation
A leading European top-tier bank · under NDA
90%+ reports automated
Where the bank was
The bank's reporting was fragmented, with data silos across departments and inconsistent KPI definitions between financial, operational, and risk reports. ETL pipelines were a performance bottleneck, there was no self-service reporting for business users, regulatory reporting was still manual, and there was no centralized data governance or metadata management.
6 phases
Discovery and Assessment
Audited existing BI tools, data pipelines, and stakeholder requirements through workshops across departments.
Architecture Redesign
A scalable data warehouse with dimensional modeling, consolidating data from banking systems, CRM, loan origination, and regulatory feeds.
BI Tool Modernization
Migrated reports to modern platforms and built role-specific dashboards for management, compliance, operations, finance, and audit, with self-service analytics.
Regulatory Enhancements
Automated Basel III, AML, and capital adequacy reporting aligned with ECB and EBA requirements.
Data Governance
Established governance committees and implemented data profiling and lineage tracking.
Change Management
Delivered training and knowledge transfer to the bank's teams.
Discovery and Assessment
Audited existing BI tools, data pipelines, and stakeholder requirements through workshops across departments.
Architecture Redesign
A scalable data warehouse with dimensional modeling, consolidating data from banking systems, CRM, loan origination, and regulatory feeds.
BI Tool Modernization
Migrated reports to modern platforms and built role-specific dashboards for management, compliance, operations, finance, and audit, with self-service analytics.
Regulatory Enhancements
Automated Basel III, AML, and capital adequacy reporting aligned with ECB and EBA requirements.
Data Governance
Established governance committees and implemented data profiling and lineage tracking.
Change Management
Delivered training and knowledge transfer to the bank's teams.
What changed
- Over 90% of regulatory reports now generated automatically.
- Reporting turnaround time reduced by more than 60%.
- Unified data definitions eliminated cross-departmental discrepancies.
- Business users can now build their own custom reports.
- A modular architecture that scales with the bank's future needs.
Want a result like this?
Most engagements start with a fixed-scope sprint from €10k — a measured answer in weeks, then the programme only if it pays off.