A standard approach based on a framework and best practices to designing a vision and plan for data, not only by defining use cases for data & AI, but also taking into account all aspects of data maturity:
- Organization of the IT and data teams;
- Collaboration model with the business;
- Working on the overall data culture in the organization
- Facilitation by data governance tools;
- Technological vision to evolve towards a modern data platform.
- Assessment of current capabilities and ambitions
- Alignment on the ambitions and data capabilities for the future
- Scoping of these ambitions into concrete initiatives and projects
- Prioritization in a roadmap and a plan to drive the change in data culture
- Aspects covered in the exercise:
- Vision, strategy & metrics
- People & organization
- Processes
- Policies & rules
- Data architecture
- Data integration flows
- Data governance tooling
- Communication & training
- Organizational alignment
- Leadership