Data Platform Modernization
Lakehouse patterns, ingestion, orchestration, and governance for regulated operations
Lakehouse Patterns
Modern lakehouse architecture that combines the best of data warehouses and data lakes:
- • Unified storage for structured and unstructured data
- • ACID transactions for data reliability
- • Schema enforcement and evolution
- • Time travel and data versioning
Ingestion & Orchestration
Robust data ingestion and orchestration frameworks:
- • Batch and streaming ingestion pipelines
- • Workflow orchestration with error handling
- • Data quality checks and validation
- • Monitoring and alerting
Governance Framework
Data Lineage
End-to-end data lineage tracking from source to consumption for compliance and impact analysis.
Access Controls
Role-based access controls with least privilege principles and audit logging.
Data Quality
Automated data quality checks, validation rules, and exception handling.