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About

ZX

Zheng Xue

05/30/25

@ LangChain

Ask David stands for Data Analytics Visualization Insights and Decision-making Assistant, designed to streamline the investment research process.

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How JP Morgan Built An AI Agent for Investment Research with LangGraph | LangChain Interrupt

@ LangChain

How JP Morgan Built An AI Agent for Investment Research with LangGraph | LangChain Interrupt

05/30/25

Related Takeaways

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David Odomirok

05/30/25

@ LangChain

We challenged ourselves to automate the investment research process to deliver precise and accurate results, transforming how we answer investment questions with our AI solution, Ask David.

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David Odomirok

05/30/25

@ LangChain

With Ask David, we're providing curated answers, insights, and analytics quickly, enhancing our efficiency without replacing our roles.

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Microsoft Cast

05/20/25

@ Microsoft

Microsoft Discovery is designed for science, utilizing a graph-based knowledge engine to understand nuanced scientific knowledge and facilitate research and development.

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Michael Babineau

05/30/19

@ Y Combinator

We aimed to build an analytics platform that allows investors to answer their own questions using credit card data.

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Brian Chesky

12/01/15

@ Greylock

Moving from intuition to data-informed decision-making was essential as we scaled, shifting from personal interactions to data analysis.

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David Odomirok

05/30/25

@ LangChain

The stakes are high in investment research, with billions of dollars at risk, and we are committed to exceeding stakeholder expectations with our AI tool.

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Ilya Volodarsky

08/01/19

@ Y Combinator

Implement a data warehouse to democratize access to data across your team, allowing non-technical co-founders to ask questions and understand metrics without relying solely on technical staff.

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Microsoft Cast

05/20/25

@ Microsoft

Microsoft Discovery aims to revolutionize the scientific process by applying advanced agents for research and development, enabling continuous iterative cycles for generating and validating hypotheses.

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Michael Babineau

05/30/19

@ Y Combinator

The investment community benefits from Second Measure's data by being able to ask more creative questions, which helps them find their own edge in the market.