Data and AI Maturity Assessment
Understand your existing maturity in various processes related to AI and Data: use case identification and prioritization, roadmap development, AI/Data capabilities – platform and people, data assets mapping, data management, and governance, data architecture, operations (AI, data, processes, and people).
The assessment is based on interviews with stakeholders from Data/AI CoE, Business, IT, and Operations.
The deliverables include a) Present maturity of the company on AI and Data related processes and b) Gap analysis and development roadmap
AI/Data Opportunity Identification
Identify key AI/Data led value streams for business transformation. Discover tangible ideas and use cases to drive maximum business and strategic benefits
The opportunity identification workshopping sessions are based on our proprietary ideation methodology that is developed from Design Thinking and Process Mapping principles.
The deliverables include a) Value Streams b) Long list of ideas c) Implementation Roadmap and d) Activation Plan
Data Assets Identification and Architecture Implementation
Understand organizational data domains and assets, and their value (through use cases identified in data strategy).
Understand and document your data requirements that are needed to achieve your business goals.
Transform the data requirements to a tangible data architecture defining how to ingest, store, transform, secure and comply.
AI/Data Operating Model and Data Governance Development
How to structure the organization, platform, and data assets to enable data-led transformation.
How to set up governance processes to enable compliance and control
How to develop data and AI capabilities in the long run (people, processes, data, technologies).
The target Operating model is based on maturity assessment, AI roadmap & data architecture.