Conf42 Machine Learning 2025 - Online

- premiere 5PM GMT

Hyper-Personalization: Using AI & Analytics to Fuel Digital Transformation & Growth

Abstract

In the rapidly evolving digital landscape, hyper-personalization has emerged as a key differentiator for businesses seeking to create exceptional customer experiences. By utilizing advanced data analytics and AI technologies, organizations can dynamically tailor interactions to individual customer needs, resulting in significantly improved conversion rates, customer retention, and business outcomes. For instance, Salesforce’s algorithmic decision architecture, processing 80 billion AI predictions daily, has been linked to a 20% increase in conversion rates and 27% higher average order values. This talk will explore the concept of hyper-personalization, focusing on its technical infrastructure, real-time data processing capabilities, and AI-driven systems that enable organizations to predict and meet customer needs with unprecedented accuracy. For example, a coffeehouse chain achieved a 15% revenue increase per customer by leveraging digital flywheel programs to process data from 31 million members. Attendees will gain insights into how precision engagement systems, behavioral modeling, and real-time contextual triggers are transforming customer journeys across industries, from retail to healthcare, financial services, and beyond. We will also dive into the ethical considerations, privacy challenges, and regulatory frameworks that are critical in balancing personalized experiences with data protection. A growing market for AI-driven personalization, projected to expand by USD 7.43 billion by 2029, highlights the ongoing potential for innovation. By the end of this session, participants will have a deeper understanding of how to harness hyper-personalization strategies to improve ROI—organizations that implement such systems experience a 35% higher marketing ROI—while maintaining consumer trust through transparent, privacy-conscious design.

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Lakshmi Narayana Gupta Koralla

Senior Data Engineer @ Starbucks

Lakshmi Narayana Gupta Koralla's LinkedIn account



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