The voice of AI, Data and Innovation
About the Guest
Ashish Arora
Ashish Arora leads Autodesk’s Engineering & ML organization, scaling AI-driven platforms and analytics solutions that empower customers, optimize products, and create measurable impact through innovation, leadership, and strategic execution.
Brief About the Episode
In this episode of TeqTalk, Ashish Arora, Head of Engineering & ML at Autodesk, explores the evolution of product analytics—from batch-based reporting to real-time, AI-powered insights. He discusses challenges in deploying AI at scale, the role of synthetic users for product testing, and how organizations can deliver personalized, actionable insights. The conversation highlights best practices for building scalable, responsible AI while maximizing impact on customer experience and engagement.
Key Learnings for Leaders
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Evolve Product Analytics Thoughtfully
Transition from batch to real-time AI analytics, building strong data foundations before scaling predictive and personalized insights
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Leverage Synthetic Users for Testing
Use AI-driven synthetic agents to validate new features, simulate user behavior, and optimize product experiences efficiently before launch
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Deliver Scalable, Responsible AI
Prioritize data hygiene, incremental delivery, and real-time monitoring to ensure AI initiatives are not only technically sound but also measurably impactful.
Turn ideas into impact; stay customer-first, execute with clarity, and scale sustainably.
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