JP Morgan is committed to financial education and community support, playing a significant role in helping cities manage their finances.

AI and machine learning are integral to JPMorgan's operations, with significant investments in these technologies to enhance efficiency and customer service across various sectors.

We don't proactively conduct research; instead, we respond to specific questions from clients on a project basis.

We had to do things differently to compete against incumbents like JP Morgan and Goldman Sachs.

Our strategy has always been to build the API for bank account linking, but we also aim to leverage the data we collect to create valuable analytics products that can transform financial services.

In banking, there's a unique opportunity to create products that are self-hedged, allowing companies to navigate economic fluctuations more effectively.

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.

To iterate on our investment process, we meticulously track our funding decisions and outcomes, learning from both successes and failures to improve future investments.

Our team brings diverse expertise, including structured finance, commercial real estate, and product development, which helps us understand and manage risks effectively.