How the buy side uses AI to pick stocks and the truth inside SEC filings – IR Voice

In this episode of IR Voice – formerly The Ticker podcast – we talk about how the buy side is using AI to help with investment decisions and we speak to an SEC filings expert who has spent the past 20 years uncovering hidden truths in US company filings.

IR Magazine reporter Noemi Distefano speaks with Stefanie Mollin, global equities portfolio manager at London-headquartered GIB asset management, to explore the extent to which AI is revolutionizing stock selection for asset managers and how the use of such technologies has evolved over the past decade. Also, considering what IR professionals need to succeed in today’s AI-driven capital markets, Mollin offers best practice advice to IROs on how they can optimize their communication strategies and methods to cater for such changes.

[Leder] sheds light on her unique approach, unveils some of the most memorable discoveries from her career and pinpoints key elements within filings that raise red flags.

Later in this episode, deputy editor Garnet Roach sits down with Michelle Leder, author, SEC filings expert and founder of Footnoted, a firm that since 2003 has pursued a mission of dissecting company filings to dig out hidden truths.

Leder takes us on a journey into her profession, revealing the path that led her to her current role. She sheds light on her unique approach, unveils some of the most memorable discoveries from her career and pinpoints key elements within filings that raise red flags.

All companies mentioned in the podcast segment dedicated to SEC filings were approached by IR Magazine for comment. At time of writing, Meta, mentioned on the episode for its spend on founder Mark Zuckerberg’s security, responded to our request for comment by redirecting us to pages 64-65 of its 2024 proxy statement.

In this episode, you’ll hear:

  • How the buy side is using AI today
  • How you can adapt your IR strategy and messaging to AI-driven capital markets
  • What raises red flags in SEC filings.

IR Voice provides listeners with insights into cutting-edge issues of the day for IR professionals. The series features interviews with IR experts bringing a global perspective, actionable insights and commentary on trending topics. These include sustainability, activism, corporate access, regulation and more.

Click here to listen and subscribe on Spotify, Apple Podcasts, Acast or wherever you access your podcasts.

Upcoming events

  • Briefing – Earnings in 2026: Keeping your story consistent under market scrutiny
    Wednesday, October 22, 2025

    Briefing – Earnings in 2026: Keeping your story consistent under market scrutiny

    In partnership with WHEN 8.00 am PT / 11.00 am ET / 4.00 pm BST / 5.00 pm CET DURATION 45 minutes About the event With investors and analysts consulting an increasing volume of data sources to inform their investment decisions – as well as using AI to enhance their…

    Online
  • Briefing – Making your 2026 investor meetings count
    Thursday, October 30, 2025

    Briefing – Making your 2026 investor meetings count

    In partnership with WHEN 8.00 am PT / 11.00 am ET / 3.00 pm GMT / 4.00 pm CET DURATION 45 minutes About the event After a year of rapid technological advancements and significant macroeconomic change, it’s more important than ever for IR teams to maximize the impact of their…

    Online
  • Corporate Governance Awards
    Thursday, November 06, 2025

    Corporate Governance Awards

    About the event WHEN WHERE VENUE_ADDRESS Awards by nomination Categories Awards by research Categories What our attendees say IR Rankings – LOCATION The IR Rankings – LOCATION report is the ultimate benchmarking resource for any IRO looking to improve their IR program. It provides detailed analysis and statistics on the…

    New York, US

Explore

Andy White, Freelance WordPress Developer London