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Ulf Aslak Lai

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Principal Data Scientist at PyMC Labs PyMC Labs

Dr. Ulf specializes in AI and Bayesian modeling for marketing measurement, including MMM, combining deep mathematical expertise with production-ready engineering. With a PhD in complex systems and experience in both academia and industry, he builds analytics solutions that deliver high-value, data-driven insights for major brands.

Bio from: Scaling Customer Research with Synthetic Consumers

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In this session, the PyMC Labs team explores how Large Language Models (LLMs) and their Semantic Similarity Rating (SSR) methodology can replicate human purchase intent with up to 90% of human test-retest reliability. Building on this research, we’ll introduce the Synthetic Consumers Platform—a breakthrough in simulated customer insights that generates reliable, human-like survey data at scale and in a fraction of the time. You’ll learn how synthetic consumers and SSR can transform customer research by enabling faster iteration and significantly reducing costs, and how an AI-driven insights platform accelerates testing, validation, and decision-making in marketing research and creative testing.