Irina Malkova

VP of AI Engineering and VP of Data and Analytics for Tech and Product at Salesforce. Focuses on reinventing internal analytics by combining classic product data work with AI engineering.

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Jul 23, 2025 • 48min

174 - Why AI Adoption Moves at the Speed of User Trust Irina Malkova on Lessons Learned Building Data Products at Salesforce

Irina Malkova, VP of AI Engineering at Salesforce, dives into the synergy of AI and data analytics. She reveals how her team is transforming analytics with a Slack-based AI agent, aiming for smarter, faster decisions. Irina discusses the vital role user trust plays in AI adoption and shares insights on structuring data product teams effectively. She also highlights the challenges of demonstrating ROI in analytics and the crucial role of UX in user engagement with AI. A fascinating exploration of leadership in data and AI!

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