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Core Data Principles That Drive Business Value

October 29, 2025 · 50 min

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In this episode of Data Analytics Chat, we welcome Shourabh Mukherji, a data and analytics expert with 25 years of experience at major firms such as Chubb and JPMorgan Chase.

Shourabh shares his journey from starting a small enterprise in India to working with senior executives in the United States. The discussion examines his career milestones, key challenges, and the vital leadership skills required in the industry.

The data topic explores essential data management principles, the importance of aligning data strategies with business objectives, and the role of AI and new technologies in modern enterprises. Shourabh emphasises the significance of building strong data foundations and fostering empathy within teams to drive successful data-driven decisions.

00:00 A Defining Moment: Leap of Faith
01:19 Introduction to Data Analytics Chat
02:08 Shourabh Mukherji's Career Journey
07:07 Challenges and Defining Moments
09:47 Building Trust and Stakeholder Management
15:57 Key Skills for Leadership
22:32 Core Data Management Principles
25:38 Understanding Business Needs Before Data Management
26:42 Centralised vs. Embedded Data Quality Ownership
28:09 The Importance of Needs Analysis in Data Management
31:54 Identifying and Prioritising Business Needs
34:15 Building a Strong Data Solution Framework
40:05 Effective Data Distribution for Decision Making
42:53 Aligning Business Objectives with Data Initiatives
44:42 Evolving Data Management Strategies with AI

Thank you for listening!

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