01
Requirements Gathering
- Define Objectives & Goals
- Identify Stakeholders & their Requirements
- Develop Roadmap & Project Timeline
- Define Key Success Metrics for Project
02
Data Assessment & Profiling
- Assess Data Quality, Structure and Readiness of Data Sources
- Data Profiling
- Identify Data Dependencies, Relationships, & Potential Issues
03
Data Mapping & Modeling
- Map Data Elements between Source & Target Systems
- Define Data Transformations, Conversions & Mappings
- Design Data Models & Schemas to Facilitate Integration
04
Development & Implementation
- Develop Data Integration Workflows, Scripts & Configurations
- Implement Data Pipelines
- Test Integration Processes for Accuracy, Completeness & Performance
05
Deployment & Validation
- Deploy Data Integration Solutions into Production
- Implement Logging, Error Handling & Alerting Mechanism
- Validate Data against Business Requirements
- Gather Feedback & Address any Issues