Feed your AI strategy with data products (AIM259)

Data Products: Empowering AI Strategy

Key Takeaways:

  1. Overcoming Challenges in AI Strategy:

    • Takes too long to get data
    • Difficulty in achieving effective data governance
    • Driving business adoption of AI
  2. Game Changer 1: Discovery Zone/Lab

    • Allows business teams to quickly access and experiment with data from multiple sources
    • Accelerates the discovery process for new AI use cases
  3. Game Changer 2: Core Foundation Layer

    • Provides a common set of curated and governed data products
    • Enables self-service while maintaining data governance
  4. Game Changer 3: AI-Powered Data Product Exploration

    • Empowers business teams to interact with and understand their data products
    • Increases trust and adoption of AI solutions

Discovery Zone/Lab

  • Brings business teams into a secure, facilitated session to explore and experiment with data from various sources
  • Allows teams to quickly assemble and test data products for new AI use cases
  • Dramatically accelerates the discovery process for new AI opportunities

Core Foundation Layer

  • Provides a set of curated and governed data products representing commonly needed data
  • Enables self-service access to these core data products while maintaining data governance
  • Ensures consistency, reusability, and auditability of data across the organization

AI-Powered Data Product Exploration

  • Allows business teams to interact with and interrogate their data products using AI-powered tools
  • Generates insights and opinions from the AI engine, helping business teams better understand their data
  • Increases trust and adoption of AI solutions by involving business teams in the process

Conclusion

  • Data products are a key enabler for successful AI strategy
  • The three game changers presented (Discovery Zone/Lab, Core Foundation Layer, and AI-Powered Data Product Exploration) can help organizations overcome common challenges in AI adoption

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