The Innovation Circuit with Theta
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The Innovation Circuit with Theta
Ep 10: Why GenAI proof of concepts (POCs) fall short in production
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Theta
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Season 1
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Episode 10
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Why is there a stall between GenAI proof of concepts (POCs) and production?
Chapters
Introduction to Generative AI Challenges
05:59 Understanding POCs, Pilots and Production
09:10 The Reality Check: From POC to Production
11:12 Readiness and Organisational Approach to Generative AI
14:30 Technical Challenges
17:00 Understanding GenAI Implementation Challenges
17:44 Data Quality and Change Management
19:46 Outcome-Driven AI Strategies
27:00 Accountability in AI Usage
Conclusion and Key Takeaways