Data in the AI Era brings you insights from data leaders in financial services as they explore how to unlock the full potential of data amidst the challenges and opportunities of the AI era. Hosted by KX CMO Peter Finter, this series dives into the strategies, innovations, and lessons shaping the future of data analytics and AI in the financial sector.
How ADSS built its market-making trading infrastructure
Chris Dale and Nikos Tsoskounoglou describe how ADSS constructs a market-making trading infrastructure that handles massive data and allows for human oversight, in this interview.
8 Sept 2025
Diagnosing model failure in high-frequency trading
Judith Gu, Head of Equities and FX Quant Trading Strategies at Scotiabank, and Peter Finter discuss diagnosing model failure in high-frequency trading, revealing what truly matters when models falter.
29 Jul 2025
What does good AI performance actually look like?
James Corcoran, Head of AI at STAC, challenges outdated performance benchmarking assumptions and explores new metrics like model fidelity for scaling AI systems, in this interview.
27 Jun 2025
Episode 5: Improving trader intuition and getting more from your data
Cat Turley, CEO of ExeQution Analytics, discusses how capital markets firms leverage modern analytics to improve trader intuition and extract greater value from their data in this interview.
6 May 2025
Trading in time: Why temporal AI is the next frontier for capital markets
In this episode, Peter is joined by Ashok Reddy, our CEO, who breaks down what it truly means to compete in the real-time economy and why most capital markets firms still operate on infrastructure that can’t keep up. Ashok shares how firms, from bulge bracket banks to high-frequency crypto shops, are redefining what it means to operate at speed and scale. He also explains why the future of AI will be built on a new paradigm: temporal intelligence powered by streaming data, adaptive algorithms.
25 Mar 2025
AI success isn’t about technology — It’s about leadership
Heidi Lanford, Co-Founder of NavAlytix AI joins us to explain why AI success hinges less on technology and more on leadership, culture, and collaboration. Without executive buy-in and cross-functional alignment, even the best AI solutions can fail to deliver impact.
27 Feb 2025
How Virtu Financial is redefining data readiness for AI success
Erin Stanton, AI and Data Leader at Virtu Financial, joins us on the Data in the AI Era podcast to offer her insights in navigating the complexities of data readiness, strategy, and management in the AI era. Throughout the conversation, Erin reflects on her 15-year journey at Virtu, the transformation of their data strategy, and the deliberate steps they’ve taken to ensure their data fuels scalable and impactful AI initiatives.
Read the show notes here.
18 Feb 2025
Can GenAI drive real value in capital markets?
In this episode of Data in the AI Era, host Peter Finter sits down with Time Magazine technology pioneer Mark Palmer to explore how capital markets firms are navigating the AI revolution. They discuss the practical applications of generative AI, the challenges of integrating AI into a highly regulated industry, and how AI can enhance—rather than replace—human decision-making.
Who has been a guest on Data in the AI era
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Judith Gu
James Corcoran
Cat Turley
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