Season 2 – Episode 8 – How AI at scale is reshaping operating models and redefining the mandate for data leaders with Himanshi Juneja
From Data Tech Talks by Raed Mahboub
December 9, 2025 · 29 min · Season 2 · Episode 8
About this episode
Himanshi Juneja discusses the impact of AI on operating models and the importance of aligning AI projects with measurable business outcomes.
Joining me on this episode of Data Tech Talks is Himanshi Juneja. We explore the importance of starting AI projects with a clear focus on creating measurable business value, ensuring initiatives are tied to metrics like revenue, cost, or customer outcomes. Himanshi shares insights on avoiding costly experiments and aligning AI with tangible results. We also discuss the critical role of decision-making clarity and collaboration with business leaders to identify high-value use cases. Himanshi highlights the need for sufficient data quality and realistic benefit assessment, offering practical guidance for organisations looking to implement AI successfully.
People in this episode
Host: Raed Mahboub
Guest: Himanshi Juneja
Topics covered
- AI
- operating models
- data leadership
- business value
- decision-making
- data quality
Keywords
- AI projects
- business value
- data leaders
- decision-making
- data quality
- high-value use cases
- costly experiments
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- Season 2 – Episode 7 – The Rise of Modern Data Infrastructure in Healthcare Domain with Ben Nguyen · November 25, 2025 · 36 min
- Season 2 – Episode 6 – The Role of Data Quality in Modern Data Platforms with Melvin Widodo · November 11, 2025 · 32 min
- Season 2 – Episode 5 – The use of Artificial Intelligence in Data Processes and Solutions with Thomas Winsnes · October 27, 2025 · 47 min
- Season 2 - Episode 4 - The Challenges of Changing Perception and Delivering Value in Immature Data Environments · August 12, 2025 · 42 min
- Season 2 – Episode 3 – Modernising Data Infrastructure within the Hospitality Domain with Shubhankar Thatte · June 17, 2025 · 34 min
- Season 2 – Episode 2 – Delivering Insights within the Financial Services Domain with Avijit Chowdhury · June 2, 2025 · 40 min
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