Discovery & compliance mapping
3 weeksData sources, regulatory requirements, access policies.
Finance · BI & Compliance
BI platform that automated regulatory reporting
Auditable, near-real-time visibility instead of manual data transfers and delayed KPI dashboards.
Problem
The organization manually compiled monthly regulatory reports due to broken data flows between SAP and legacy BI tools. Risk dashboards updated with a 24–48 hour lag.
Solution
An end-to-end BI platform with event-driven integration, role-based data warehouse bridge, and automated reporting scheduler.
Architecture
Layered architecture: source adapters, validation and audit middleware, analytics store, and dashboard API.
1. ERP adapter layer (SAP + legacy JDBC)
2. Validation & audit trail middleware
3. Analytics store (PostgreSQL + materialized views)
4. Dashboard & reporting API (Next.js + REST)
Timeline
Integration MVP
8 weeksAdapters, audit log, first KPI dashboards.
Reporting automation
4 weeksScheduler, alert rules, UAT.
Go-live & hypercare
2 weeksProduction cutover, training, SLA handover.
Challenges
· Inconsistent timestamp formats in legacy systems
· Peak load management during regulatory periods
· Backward traceability requirements for audit teams
Performance metrics
−42%
Reporting cycle time
48h → 15 min
KPI lag
−65%
Manual steps
Business impact
The finance ops team saved three full days in the monthly close cycle. Risk management gained early-warning capacity with near-real-time dashboards.
ROI
~1.8× return on integration investment within 12 months (internal calculation).
Lessons learned
· Audit trails are mandatory from MVP — adding them later is costly.
· Data validation rules for regulatory reports must be defined with business units.
Technologies
PostgreSQLPythonApache KafkaNext.jsDockerGrafana
Related services
KVKK / GDPRNDACI/CDTestingSecuritySLA & Support
Sık sorulan sorular
Why is the client anonymized?
Client name is not disclosed under NDA; sector and scale are verified reference points.
How long would a similar project take?
Typically 4–6 months depending on integration depth. A phased plan follows discovery.
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