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Lessons from Deploying AI at Enterprise Scale | ft ServiceTitan, Indeed & Twilio
Manage episode 454954719 series 3617425
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This week, a panel of experts (Mehmet Murat Ezbiderli, ServiceTitan; Grant Ledford, Indeed; and Vinnie Giarrusso, Twilio) join Atin Sanyal (CTO, Galileo) and Conor Bronsdon (Developer Awareness, Galileo) to explore the challenges and opportunities of deploying GenAI at enterprise scale in a conversation that's a wake-up call for any business leader looking to harness the power of AI.
Together, Atin & Conor break down key considerations like performance, cost, and model selection, emphasizing the need for robust evaluation frameworks and a shift in developer mindset.
Atin then sits down with our panel of AI engineering experts to discuss their firsthand experiences with enterprise AI, including the trade-offs of building AI systems, the evolving tools and frameworks available, and the impact these technologies are having on their organizations.
Chapters:
01:27 Enterprise Scale Deployment
05:17 Cost, Performance, and Model Selection
08:59 Building and Integrating GenAI Systems
15:26 Emerging Enterprise Use Cases
18:12 Predictions for AI in 2025
27:28 Panel Discussion: Deploying AI at Enterprise Scale
31:19 Gen AI Solutions and Challenges
33:12 Building & Deploying Traditional Infrastructure vs GenAI Infrastructure
34:36 How to Assemble Your GenAI Stack
40:39 Today's Best GenAI Use Cases
48:15 Enterprise AI Trends for 2025
50:36 Closing Remarks and Future Outlook
Show Notes:
- Follow Atin Sanyal
- Follow Mehmet Murat Ezbiderli
- Follow Grant Ledford
- Follow Vinnie Giarrusso
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