I was excited to host this conversation with Rob Flatley, Founder and CEO of TS Imagine, on prediction markets, AI-driven workflows, and the structural changes reshaping financial market infrastructure.

We begin with Rob’s path from software engineering into capital markets, including leadership roles at Bank of America and Deutsche Bank during the rise of electronic trading and through the Global Financial Crisis. That experience informs a broader perspective on how market infrastructure evolves during periods of stress and technological transition.

The conversation then turns to artificial intelligence and the distinction between large language models and reinforcement learning systems. Rob explains why traditional deterministic workflows in settlement and collateral management create different challenges than probabilistic systems such as risk management. He argues that the next phase of AI adoption will focus less on generating language and more on learning and automating complex workflows across financial systems.

We also explore prediction markets, an area where Rob and his team have spent significant time building infrastructure and risk frameworks. He discusses how markets tied to elections, Fed policy, GDP, inflation, and geopolitical outcomes are beginning to move from retail experimentation toward institutional relevance.

We also discuss tokenization and settlement infrastructure. Rob outlines how stablecoins, digital ledgers, and atomic settlement could reshape financing, custody, collateral mobility, and the economics of intermediated finance. We discuss the implications for prime brokerage, repo, clearinghouses, and 24-hour trading environments.

I hope you enjoy this episode of the Alpha Exchange, my conversation with Rob Flatley.