Episode 2 – Sunday Dive Into Tech With Experts - 2025

Session Title: Fabric-Powered Retail AI: From Data Lakes to $Billion ROI & Personalization

 

Register Here! https://www.meetup.com/up-powerbiclub/events/310611928/ 

 

YouTube: https://youtube.com/live/DAIttKOdUpA?feature=share

 

Session Description: 

The retail industry is experiencing an unprecedented AI revolution, with academic research publications exploding from just 12 articles in 2000 to over 847 articles in 2023—a staggering 21.3% compound annual growth rate that signals the transformative power of intelligent systems built on modern data platforms. This presentation reveals how leading retailers are leveraging Microsoft Fabric's unified analytics platform to process 150+ customer attributes simultaneously (versus 10-15 in traditional systems), achieving hyperpersonalization that drives 20-30% conversion rate increases and 34% higher click-through rates through context-aware recommendations. Deep learning-based recommendation systems now constitute 68% of retail AI research, with transformer-based architectures like BERT4Rec delivering 23-31% performance improvements when powered by scalable data lakehouse architectures. Drawing from comprehensive analysis across 29 industries and 112 countries, we'll explore why only 10% of companies achieve significant AI ROI—and how Microsoft Fabric's integrated data platform accelerates success for the winners. The presentation will showcase real-world case studies demonstrating inventory optimization with 30-50% forecast accuracy improvements through generative AI models processing 20-50 feature variables in Fabric's lakehouse, operational excellence with logistics firms achieving 28% average productivity gains through real-time analytics, innovation acceleration with 37% average increase in patent applications post-AI adoption, and customer experience enhancement with 75% prediction accuracy enabling real-time personalization across unified data estates. However, success requires more than technology. Research reveals that 70% of AI success stems from organizational factors, with AI leaders investing 73% more in human-AI collaboration training compared to laggards (23%). We'll decode the five critical organizational learning practices that distinguish AI winners from losers, and how Fabric's collaborative workspace enables these practices at scale. This data-driven session combines cutting-edge research insights with practical Microsoft Fabric implementation strategies, addressing both the $billion opportunities and the ethical considerations reshaping retail's future through unified analytics platforms.

 

Be Ready to Engage:

Bring a notepad – this is a content-rich session!

Submit your questions beforehand via Comments.

Ask questions live via comments or join the stage with camera/mic access – just reach out to us in advance if you’d like to participate on screen.

 

About Speaker: Megha Hooli | Senior Program Manager at  @amazon 

Megha Hooli is a seasoned Senior Program Manager at Amazon, where she leads the Global Concessions Excellence Program across 12 international marketplaces. With over 9 years of experience in product and program management, she has established herself as a strategic leader in AI-driven solutions, enterprise automation, and customer-centric platform development. Currently based in Seattle, Megha spearheads Amazon's Worldwide CS Concessions program, where she has achieved remarkable results including a reduction in concession, proactive defect resolution through predictive analytics, and working toward reduction in manual intervention time. Her leadership extends to managing strategic partnerships across worldwide Retail, Seller Services, Finance, and BI teams while facilitating bi-weekly steering meetings with over 100 global stakeholders. Academically, Megha holds a Master of Science in Business Analytics from The University of Texas at Dallas, where she graduated as a Double Dean's Scholar, and a Bachelor of Engineering in Telecommunication from PES Institute of Technology, Bangalore. Her educational achievements are complemented by multiple certifications including Certified Scrum Product Owner (CSPO), Certified Scrum Master (CSM), and ITILv4.

 

LinkedIn: https://www.linkedin.com/in/meghahooli 

 

Keywords

Microsoft Fabric retail AI personalization strategy Data lakehouse ROI Retail conversion rate AI Deep learning recommendation systems Generative AI inventory AI organizational transformation Unified data platform BERT4Rec architecture Real-time customer analytics 

 

Email: Team@uppowerbiclub.com

Meetup: https://www.meetup.com/up-powerbiclub/

LinkedIn: https://www.linkedin.com/company/microsoft-user-group-uttar-pradesh-power-bi-club/

WhatsApp Community: https://chat.whatsapp.com/C7jqrw5ZTkl9tledkqqVu7

Commudle: https://www.commudle.com/admin/communities/microsoft-fabric-user-group-up-power-bi-club