From Inefficiency to Accuracy, an Insider's AI Revolution episode artwork

EPISODE · Oct 4, 2025 · 34 MIN

From Inefficiency to Accuracy, an Insider's AI Revolution

from ChaiNet: The Agentic Commerce Podcast · host Kirti Pandey

What if the most complex financial processes, long considered impossible to automate, are now achieving near-perfect accuracy?In our latest ChaiNet Live episode, we speak with Ankur Patel, a Princeton graduate and former J.P. Morgan strategist who now leads Multimodal.We explore how his background in traditional finance revealed deep operational inefficiencies, inspiring the creation of AI systems that deliver exceptional results. The discussion covers the strategic choice to specialize in finance-specific AI, the technical challenges of working with outdated infrastructure, and the broader implications for the future of work in the sector.This episode offers a clear-eyed perspective on implementing advanced technology within highly regulated, risk-averse environments.Tune in to learn how intelligent automation is redefining efficiency in global finance. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit chainet.substack.com

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From Inefficiency to Accuracy, an Insider's AI Revolution

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This episode was published on October 4, 2025.

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What if the most complex financial processes, long considered impossible to automate, are now achieving near-perfect accuracy?In our latest ChaiNet Live episode, we speak with Ankur Patel, a Princeton graduate and former J.P. Morgan strategist who...

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