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Alexa's Input (AI)
Alexa Griffith
50 episodes
1 week ago
In a world of constant change, the best engineers never stop learning from their peers. This podcast is your guide to the cutting edge of practical tech. Join host Alexa Griffith, a Senior Software Engineer at Bloomberg building open source AI Platforms, for candid conversations deconstructing complex topics with the engineering leaders and architects building the future. Opinions are my own Website: https://alexagriffith.com/ LinkedIn: https://www.linkedin.com/in/alexa-griffith/ X: @lexal0u
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All content for Alexa's Input (AI) is the property of Alexa Griffith and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
In a world of constant change, the best engineers never stop learning from their peers. This podcast is your guide to the cutting edge of practical tech. Join host Alexa Griffith, a Senior Software Engineer at Bloomberg building open source AI Platforms, for candid conversations deconstructing complex topics with the engineering leaders and architects building the future. Opinions are my own Website: https://alexagriffith.com/ LinkedIn: https://www.linkedin.com/in/alexa-griffith/ X: @lexal0u
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Technology
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Architecting Agentic AI for the Enterprise with Swagat Kulkarni
Alexa's Input (AI)
1 hour 48 seconds
3 weeks ago
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


Alexa's Input (AI)
In a world of constant change, the best engineers never stop learning from their peers. This podcast is your guide to the cutting edge of practical tech. Join host Alexa Griffith, a Senior Software Engineer at Bloomberg building open source AI Platforms, for candid conversations deconstructing complex topics with the engineering leaders and architects building the future. Opinions are my own Website: https://alexagriffith.com/ LinkedIn: https://www.linkedin.com/in/alexa-griffith/ X: @lexal0u