Data Strategy & Cloud Adoption in the age of AI | Proven Framework #artificialintelligence #ai

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Data and AI eXchange (DAX) by Unolabs

Dax By Unolabs

10 episodes

3 days ago

Welcome to Data and AI Exchange (DAX) by UnoLabs – the podcast for bold conversations in AI, data science, and enterprise tech. Hosted by Akshay Raj and Prateek Tandon, we explore the real stories, use cases, and controversies behind AI’s rise — from prompt engineering and agentic AI to ethical dilemmas and automation trends. Expect: – Deep-dive episodes (2x/month) – Expert interviews and hot takes – Enterprise use cases and career insights – Shorts that simplify complex topics

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Data Strategy & Cloud Adoption in the age of AI | Proven Framework #artificialintelligence #ai

Data and AI eXchange (DAX) by Unolabs

29 minutes 22 seconds

1 month ago

Data Strategy & Cloud Adoption in the age of AI | Proven Framework #artificialintelligence #ai

#cloud #strategy #data In today’s episode, we dive deep into Data Strategy in the Age of AI with Dr. Shweta Darbha — a seasoned tech leader who has driven digital transformation, cloud adoption, and API-first solutions at some of the world’s top financial institutions.From cloud migration challenges to breaking data silos with APIs, Shweta explains how enterprises can move beyond buzzwords and build smarter, secure, and AI-ready organizations. We unpack common mistakes in cloud adoption, how compliance can coexist with innovation, and why APIs are now the backbone of modern fintech.If you’ve ever wondered how to get real business value out of AI, data, and cloud strategies, this episode will give you clarity and practical insights.What you’ll learn in this podcast:- Why a real data strategy is the backbone of AI- The most common mistakes companies make in cloud adoption- How to innovate while staying compliant in financial services- API-first explained in simple, non-technical terms- Breaking down data silos with cloud + API-first design- What separates winners from laggards in data strategy over the next 5 years00:30 — Episode intro & topic setup 01:23 — Q1: What does a real data strategy look like in the AI era? 03:01 — Data is the backbone of AI, not just a buzzword 04:49 — Defining data strategy: what is AI trying to achieve? 06:05 — Q2: Common mistakes when moving data to the cloud 07:23 — Challenge 1: Lack of clear cloud policy 08:32 — Challenge 2: Teams not cloud-ready, learning on the job 10:41 — Deep-dive: Deciding what transactional data to push to cloud (UPI example) 12:31 — Q3: How can organizations innovate while staying compliant in the cloud? 14:36 — Topic: Data abstraction & built-in security 16:11 — Q4: Why APIs are the backbone of modern digital services 19:03 — Q5: Breaking data silos with cloud + API-first 23:20 — Final Q: Looking ahead 5 years — winners vs laggards 28:36 — Closing & thanks#DataStrategy #AI #CloudAdoption #APIFirst #Fintech #BankingTechnology #DigitalTransformation #APIs #ArtificialIntelligence #CloudComputing #FintechInnovation #DataDriven #TechPodcast #FutureOfBanking #AIinFintechdata strategy in the age of AI, cloud adoption in banking, api first solutions explained, fintech data strategy, ai in financial services, digital transformation in banking, how to break data silos, ai and cloud computing, api integration in fintech, data governance and AI, future of fintech 2025, banking technology trends, enterprise AI strategy, cloud migration mistakes, ai powered digital banking