Persona view
Explore how different roles engage with each layer of the Velocity Blueprint. Each cell represents a specialized role responsible for a specific focus within a layer.
Business/Product Product vision, priorities, and ROI | Architecture Technical design and standards | Build/Dev Development and implementation | Reliability Operations and incident response | Governance Security, compliance, and policy | |
|---|---|---|---|---|---|
| Agentic core | |||||
| Software core | |||||
| Data core | |||||
| Foundations |
Understanding the view
Layers
- Agentic core
- Software core
- Data core
- Foundations
Concerns
- Business/Product: Product vision, priorities, and ROI
- Architecture: Technical design and standards
- Build/Dev: Development and implementation
- Reliability: Operations and incident response
- Governance: Security, compliance, and policy
Data architect
Architecture · Data core
Designs data systems and governance frameworks.
Responsibilities
- • Design data architecture
- • Define data models
- • Establish data governance
- • Select data technologies
Key metrics
Primary components (3)
Architects pipeline patterns, selects integration technologies, and defines data flow standards
Data core › Real-time streamingDesigns event-driven data architectures and selects streaming platforms for real-time needs
Data core › Data catalogDesigns catalog taxonomy, defines metadata standards, and governs data classification
Secondary components (6)
Evaluates agent-assisted data development tools and patterns
Data core › Data qualityReviews quality rule frameworks and ensures validation logic aligns with data models
Data core › Data lineageDefines lineage tracking requirements and reviews impact analysis capabilities
Data core › Semantic modelDefines business-layer semantic models and metric definitions for consistent reporting
Data core › Data warehousingSelects warehouse platforms and designs storage tier strategies for analytical workloads
Data core › Data contractsEstablishes data contract standards between producers and consumers