AI Success Blueprint: Lessons from AWS Summit NYC

Most AI projects never make it past the hype, but it’s not because AI doesn’t work. It’s because the data foundations, the governance, and the approach aren’t ready.

In this episode of the Lumpia Bytes Podcast, we reveal three game-changing lessons that can mean the difference between AI success and costly failure, drawn from real-world insights at the AWS Summit NYC.

1️⃣ Strong Data Foundations – Why most companies are racing into AI without the right data setup, and how that’s holding them back.
2️⃣ Responsible AI & Governance – The guardrails that protect your company, your career, and your customers.
3️⃣ From Fear to Action – How to spot the opportunities, not just the risks, as AI reshapes tech roles.

Whether you’re building AI tools, leading tech teams, or just AI-curious, these strategies will help you build smarter, safer, and with purpose.

00:00 Intro
01:58 AWS Summit Experience
03:50 Understanding Amazon Web Services (AWS)
07:54 The Importance of Data Foundations in AI
18:34 Responsible AI and Data Governance
19:42: AWS Responsible AI Dimensions
21:56: How to Increase AI Fairness
23:57 The Role of CEOs and Founders in Data Governance
26:42 Data Privacy and Security Concerns
34:21 The Future of AI Governance and Compliance
36:22 Addressing Fears and Adapting to AI Changes
42:57 Building Responsibly with AI
44:56 Conclusion and Teaser for Next Episode

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Disclaimer:
All views expressed are personal and based on individual experience. This content is for information and entertainment only and does not represent the views of any employers or partners, nor does it constitute legal, financial, educational, or professional advice. No endorsement or guarantees implied.

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