🏦 Data Mesh Implementation

Digital Bank Case Study - Transforming Data Architecture

Executive Summary

This case study presents the comprehensive implementation of a data mesh architecture in a leading digital bank. The transformation aimed to decentralize data ownership, improve data quality, and enable faster data-driven decision making across the organization.

📦 Project Deliverables

1. Architecture Documentation

  • Domain-driven data architecture design
  • Data product specifications
  • Infrastructure as Code templates
  • Integration patterns and guidelines

2. Implementation Framework

  • Self-serve data platform
  • Federated computational governance
  • Data product discovery portal
  • Automated data quality checks

3. Domain Data Products

  • Customer analytics data product
  • Transaction monitoring product
  • Risk assessment data product
  • Compliance reporting product

4. Governance & Standards

  • Data governance policies
  • Security and compliance framework
  • Data quality standards
  • Access control guidelines

5. Training & Documentation

  • Team enablement programs
  • Best practices documentation
  • Technical playbooks
  • Migration guides

6. Metrics & Monitoring

  • Data product health dashboards
  • Performance monitoring tools
  • Usage analytics platform
  • SLA tracking systems

🎯 Key Achievements

70% Faster

Time to market for new data products

50+ Products

Data products created across 8 domains

95% Quality

Data quality score improvement

30% Reduction

Operational costs through automation