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Data Engineering Podcast

When And How To Conduct An AI Program

Mar 3, 2024
Colleen Tartow shares insights on conducting AI programs, emphasizing clarity in vision and business goals. The episode covers challenges in AI implementation, importance of quality data, operational shifts, and transformative potential of AI in various fields. Strategies for integrating AI systems, simplifying data pipelines, and focusing on customer benefits are also discussed.
46:25

Episode guests

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Quick takeaways

  • Prioritize business value to ensure AI program success with clear vision and identified business needs.
  • Distinguish between AI program and AI product to align technical implementation with strategic goals effectively.

Deep dives

Importance of Clear Vision and Business Value in AI Programs

Creating a successful AI program involves defining a clear vision and understanding the long-term business goal of the program. It's essential to identify the business need that the AI program will address to ensure the program's success. Prioritizing business value is crucial given the expense associated with AI initiatives. Additionally, important technical considerations include data availability, quality, volume, technical expertise, and feasibility.

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