AI / Data Insights Strategy & Architecture

AI / Data Insights Strategy + Architecture Workshop
(4-8 Weeks)

If you need a strategy and architecture overview with our Data Insights/AI team, this workshop is for you. In this 4-8 week workshop, participants will explore and develop a comprehensive data strategy and identify multiple AI use cases to formulate a readiness plan for implementation.

WORKSHOP PARTICIPANTS WILL LEARN:

  • How to derive a data strategy aligned with business goals

  • How to identify and prioritize 3-5 AI use cases

  • How to execute the first AI use case with a detailed project plan

What to Expect:

Our Strategy, Data Insights and AI experts will lead your team through exercises and activities to establish the best plan for your specific needs. 

 Module 1: User Stories Gathering and Summarization (1 week)

  • SME and stakeholder user story interviews

  • Data source and status summarization

  • Use case summarization

Module 2: Data Maturity and Readiness Assessment (1 week)

  • Data maturity scorecard

  • Data readiness assessment based on use cases

Module 3: Data Strategy and Architecture Design (1 week)

  • Develop data models based on use cases

  • Develop system architectures based on use cases

Module 4: AI Use Cases Prioritization (1-2 weeks)

  • Prioritization based on data readiness, value and cost

  • Iterations and feedback gatherings with stakeholders

Module 5: Execution Plan on Initial AI Use Case (1-2 weeks)

  • Data pipeline and architecture with platform and tools

  • Initial listing of critical predictable input features

  • Model design and AI framework recommendation

  • Pros/cons of the recommended components

  • Roadmapping with critical milestones

 

Participants walk away with:

  • Detailed data mapping and readiness by use case (3-5 use cases)

  • Execution plan for the top 1 use case

  • Data pipeline and architecture with recommended tools

  • Model design with recommended AI frameworks

  • Pros/cons of recommended components and alternatives

  • Roadmaps and resource estimates

 

This workshop is best suited for:

  • CTO/CIO

  • Head of Engineering

  • Head of Data Science and Data Management

  • Head of Product Management

Select your best data driven AI use case
Enhance a data-driven AI solution through ML modeling
Implement a data-driven AI solution through ML ops
Launch a data driven AI solution