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Architecting Agentic AI for the Enterprise with Swagat Kulkarni
In this episode, Alexa welcomes Swagat Kulkarni, a Senior Solutions Architect at Amazon Web Services, to discuss the intersection of AI, cloud innovation, and enterprise reality. Swagat shares his experience guiding large-scale digital transformations, emphasizing that success often hinges on people and culture, not just technology. They explore the rise of agentic AI, the challenges of moving from proof-of-concept to production , and the surprisingly crucial skill every tech leader needs: storytelling. Tune in to find out more about how to architect resilient systems that balance innovation with reality and why the future of tech depends on our ability to learn, unlearn, and relearn.
You can also watch on YouTube: https://www.youtube.com/@alexa_griffith
And listen on Spotify: https://open.spotify.com/show/1tnV8Qk6SEw1Dr9Tqikr0H?si=ecU279HXTSa9issXm1jVmQ
Links
Linkedin: https://www.linkedin.com/in/swagat-kulkarni/
Blog: https://builder.aws.com/content/2eYN4c5L59qvGZY65RBcdoVtN4t/envoy-ai-gateway-with-amazon-bedrock-getting-started-guide
Keywords
AI, digital transformation, cloud computing, agentic AI, storytelling, solutions architect, AWS, technology adoption, open source, innovation
Takeaways
Digital transformation is about creating agility in organizations.
Storytelling is crucial for conveying technical concepts to customers.
AI adoption requires a clear understanding of the problems to solve.
Simplicity in architecture leads to better outcomes.
Cultural shifts are essential for successful digital transformation.
Open source technologies can accelerate innovation.
Customer feedback drives AWS's service development.
Continuous learning is vital in the tech industry.
Data readiness is critical for AI success.
Leadership buy-in is necessary for transformation projects.
Chapters
00:00 Introduction to AI and Digital Transformation
02:26 Swagat Kulkarni's Journey in Tech
05:24 Role of a Solutions Architect at AWS
08:13 The Importance of Storytelling in Tech
11:10 Understanding Digital Transformation
15:05 Successful Transformation Projects
17:09 Agentic AI and Its Real-World Applications
20:13 Challenges in Adopting Agentic AI
24:05 Customer Feedback and AWS's Approach
29:59 Success Factors in Digital Transformation
32:53 Embracing a Technology Mindset
34:31 The Role of Leadership in Innovation
35:40 Surprises in Customer Awareness
37:52 Knowledge Sharing Dynamics in Organizations
39:26 Cultural Shifts in Knowledge Sharing
40:33 Exciting Tools for Developer Efficiency
42:48 Misconceptions in AI Adoption
44:33 Designing Resilient Architectures
47:27 Feedback Loops and Continuous Improvement
49:03 The Value of Open Source
51:11 The Importance of Documentation in Open Source
52:37 The Power of Storytelling in Tech
57:12 Quickfire Questions and Final Thoughts
01:00:21 general_outro.wav
View all episodes
By Alexa Griffith
5
55 ratings
In this episode, Alexa welcomes Swagat Kulkarni, a Senior Solutions Architect at Amazon Web Services, to discuss the intersection of AI, cloud innovation, and enterprise reality. Swagat shares his experience guiding large-scale digital transformations, emphasizing that success often hinges on people and culture, not just technology. They explore the rise of agentic AI, the challenges of moving from proof-of-concept to production , and the surprisingly crucial skill every tech leader needs: storytelling. Tune in to find out more about how to architect resilient systems that balance innovation with reality and why the future of tech depends on our ability to learn, unlearn, and relearn.
You can also watch on YouTube: https://www.youtube.com/@alexa_griffith
And listen on Spotify: https://open.spotify.com/show/1tnV8Qk6SEw1Dr9Tqikr0H?si=ecU279HXTSa9issXm1jVmQ
Links
Linkedin: https://www.linkedin.com/in/swagat-kulkarni/
Blog: https://builder.aws.com/content/2eYN4c5L59qvGZY65RBcdoVtN4t/envoy-ai-gateway-with-amazon-bedrock-getting-started-guide
Keywords
AI, digital transformation, cloud computing, agentic AI, storytelling, solutions architect, AWS, technology adoption, open source, innovation
Takeaways
Digital transformation is about creating agility in organizations.
Storytelling is crucial for conveying technical concepts to customers.
AI adoption requires a clear understanding of the problems to solve.
Simplicity in architecture leads to better outcomes.
Cultural shifts are essential for successful digital transformation.
Open source technologies can accelerate innovation.
Customer feedback drives AWS's service development.
Continuous learning is vital in the tech industry.
Data readiness is critical for AI success.
Leadership buy-in is necessary for transformation projects.
Chapters
00:00 Introduction to AI and Digital Transformation
02:26 Swagat Kulkarni's Journey in Tech
05:24 Role of a Solutions Architect at AWS
08:13 The Importance of Storytelling in Tech
11:10 Understanding Digital Transformation
15:05 Successful Transformation Projects
17:09 Agentic AI and Its Real-World Applications
20:13 Challenges in Adopting Agentic AI
24:05 Customer Feedback and AWS's Approach
29:59 Success Factors in Digital Transformation
32:53 Embracing a Technology Mindset
34:31 The Role of Leadership in Innovation
35:40 Surprises in Customer Awareness
37:52 Knowledge Sharing Dynamics in Organizations
39:26 Cultural Shifts in Knowledge Sharing
40:33 Exciting Tools for Developer Efficiency
42:48 Misconceptions in AI Adoption
44:33 Designing Resilient Architectures
47:27 Feedback Loops and Continuous Improvement
49:03 The Value of Open Source
51:11 The Importance of Documentation in Open Source
52:37 The Power of Storytelling in Tech
57:12 Quickfire Questions and Final Thoughts
01:00:21 general_outro.wav