Walk the Valley

Katalin Vikuk

The podcast that breaks barriers to healthcare innovation

  1. Sep 10

    AI Act: Constraint or Competitive Advantage?

    What does it take to build a medical AI product when the technology is advancing faster than the regulatory framework around it? Katalin Vikuk speaks with Anette Wolff, QA/RA Manager at Medviso, about how the EU AI Act interacts with the MDR, the difference between closed and continuously learning algorithms, and why validation, documentation and regulatory maturity increasingly affect investment, procurement and hospital adoption. They also examine whether regulation disproportionately favours larger companies—and whether compliance can become a competitive advantage. AI Act: Constraint or Competitive Advantage? What does it take to build a medical AI product when the technology is advancing faster than the regulatory framework around it?In this episode, Katalin Vikuk speaks with Anette Wolff, QA/RA Manager at Medviso, about what the EU AI Act means in practice for medical-device companies. They explore the interaction between the AI Act and the Medical Device Regulation, the regulatory difference between closed and continuously learning algorithms, and why validation, data traceability, cybersecurity and documentation are becoming commercially important—not just compliance exercises. Anette explains why regulatory uncertainty affects startups differently from large incumbents, why clinicians may not be the main barrier to hospital adoption, and why involving regulatory expertise early can become a competitive advantage. About Anette Wolff Anette Wolff is QA/RA Manager at Medviso, a Swedish medical-technology company developing software for quantitative MR and CT image analysis and advanced medical 3D modelling. Her work spans regulatory strategy, quality management and compliance for AI-enabled medical-device software across international markets. Resources mentioned Medviso: https://medviso.com/ Connect with Anette Wolff: https://www.linkedin.com/in/anette-wolff-1843a94/ EU Artificial Intelligence Act — official text: https://eur-lex.europa.eu/eli/reg/2024/1689/oj EU Medical Device Regulation — official text: https://eur-lex.europa.eu/eli/reg/2017/745/oj ISO/IEC 42001 — AI management systems:https: //www.iso.org/standard/81230.html Reuters investigation mentioned in the episode: https://www.reuters.com/investigations/ai-enters-operating-room-reports-arise-botched-surgeries-misidentified-body-2026-02-09/ About Walk the Valley Walk the Valley explores what happens between promising healthcare innovation and real-world adoption. Through candid conversations with founders, investors, experts and operators, we examine the regulatory, clinical and commercial obstacles that determine which innovations reach patients. Subscribe for more conversations from inside healthcare’s valley of death. Host: Katalin Vikuk Guest: Anette Wolff Produced by: Walk the Valley This conversation was recorded in June 2026 and reflects the regulatory landscape and the speakers’ understanding at that time. It is intended for general information and does not constitute legal or regulatory advice.

    AI Act: Constraint or Competitive Advantage?
  2. 12/22/2025

    Martin Broch Pedersen and Nicolas Bouchet Health Thech Hub Copenhagen

    In this episode of Walk the Valley, we do something a little different. A round-table discussion with two guests who approach healthcare innovation from distinct but connected perspectives.We’re joined by Martin Broch Pedersen, Business Development Director at Health Tech Hub Copenhagen, who works closely with early-stage healthtech startups on regulation, reimbursement, and commercialisation through programmes like Health Tech Pathways. Martin focuses on building the support structures that help founders learn faster, adapt earlier, and survive the valley of death.We’re also joined by Nicolas Bouchet, Investment Manager at Health Tech Hub Copenhagen, who brings the investor lens. Nicolas explores how startups can turn attention into actual investment, what makes a company investable, and why strong business models matter more than visibility alone.Together, we unpack what it really takes to move from innovation to investment:* Why saving money long-term often means investing earlier* Why building product and market in parallel beats waiting for a “finished” product* What builds investor credibility, and why fitting into existing budget streams matters* Why knowing what you don’t know is one of a founder’s strongest assetsThis episode is for founders who want to understand the system they’re building in, and how working with it can be more powerful than trying to disrupt it. Links: https://healthtechhub.org/ http://healthtechhub.org/investor-survey-2025/

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The podcast that breaks barriers to healthcare innovation