Session

Transforming Credit Analytics With a Compliant Lakehouse at Rabobank

Overview

ExperienceIn Person
TypeBreakout
TrackData and AI Governance
IndustryFinancial Services
TechnologiesUnity Catalog, Databricks Apps
Skill LevelIntermediate
Duration40 min

This presentation outlines Rabobank Credit analytics transition to a secure, audit-ready data architecture using Unity Catalog (UC), addressing critical regulatory challenges in credit analytics for IRB and IFRS9 regulatory modelling.

Key technical challenges:

  • Legacy infrastructure (HMS + ADLS credential passthrough) lacked granular access auditing, creating governance and compliance gaps
  • Limited visibility into lineage across 25+ data sources and many regulatory models

Details:

  • A framework for phased governance implementation/migration (UC)
  • UC and Lineage-driven refactoring

Outcomes:

  • Lineage mapping demonstrating compliance with regulatory requirements
  • Granular role-based access control
  • Unified audit trails covering 100% of data accesses

Next:

  • Lineage visualization toolkit: Custom app for impact analysis and reporting
  • Lineage expansion initiative to incorporate upstream banking systems into UC metadata

Session Speakers

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Taras Chaikovskyi

/Sr. RSA
Databricks

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Floris Hendriks

/Product Manager
Rabobank