--- title: "Webinar: From Pilot to Production: Explainability, Auditability and What Actually Matters" description: Dr. Christian Debes and Dr. Ágoston Török bring their combined experience from decades of getting AI models from experiment to production image: https://spryfox.ai/hubfs/Webinar%20Landing%20Page%20Hero.png --- [Skip to main content](https://spryfox.ai/de/blog/from-pilot-to-production-explainability-auditability-and-what-actually-matters#main-content) [![Spryfox Logo Full Colour Transparent Background](https://spryfox.ai/hs-fs/hubfs/Spryfox%20Logo%20Full%20Colour%20Transparent-1.png?width=150&height=50&name=Spryfox%20Logo%20Full%20Colour%20Transparent-1.png) ![Spryfox Logo Full Colour Transparent Background](https://spryfox.ai/hs-fs/hubfs/Spryfox%20Logo%20Full%20Colour%20Transparent-1.png?width=150&height=50&name=Spryfox%20Logo%20Full%20Colour%20Transparent-1.png)](https://spryfox.ai/en/home?hsLang=de) - Show submenu for Dienstleistungen Dienstleistungen - [Ihre KI-Reise](https://spryfox.ai/de/spryfox-services) - [Daten- und KI-Strategie](https://spryfox.ai/de/data-ai-strategy) - [KI-fähige Daten](https://spryfox.ai/de/data-foundations) - [KI-unterstützte Insights](https://spryfox.ai/de/ai-enabled-insights) - [Erste KI-Use-Cases](https://spryfox.ai/de/ai-exploration) - [KI produktiv einsetzen](https://spryfox.ai/en/ai-implementation) - [KI skalieren](https://spryfox.ai/de/ai-at-scale) - [Kostenloses KI-Assessment buchen](https://spryfox.ai/de/spryfox-ai-assessment) - Show submenu for Über uns Über uns - [Warum Spryfox?](https://spryfox.ai/de/why-spryfox) - [Show submenu for Was machen wir anders? 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But there is another layer that gets less attention: models that work in the lab but cannot survive the transition to a real operating environment, where results need to be explained, decisions need to be audited, and trust needs to be earned from people who were not in the room when the model was built. In this webinar, **Dr. Christian Debes**, Co-Founder of Spryfox, and **Dr. Ágoston Török**, Head of AI Technology at Straumann Group, bring their combined experience from decades of getting AI models from experiment to production - including in some of the most demanding regulated environments where explainability and auditability are not optional. **Join us to learn:** - What explainability and auditability actually require in practice - Why most first results are wrong and what it takes to get to ones you can trust, and - What the transition from pilot to production demands from teams and processes that most pilots never anticipate. This session is ideal for AI and Data Science leaders, AI/ML Product Managers, Risk or Compliance professionals and Machine Learning Engineers responsible for bringing AI systems into real-world, production environments.   Tags: [Webinar](https://spryfox.ai/de/blog/tag/webinar) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=120&height=120&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) **[Spryfox](https://spryfox.ai/de/blog/author/spryfox)** 01.04.2026, 12:31:13 ![Fox 400x200](https://spryfox.ai/hs-fs/hubfs/Fox%20400x200.jpg?width=400&height=200&name=Fox%20400x200.jpg) ##### Abonnieren Sie unseren Newsletter ## Related Articles [![The Data Strategy Behind Uniper's Enterprise AI Transformation](https://spryfox.ai/hs-fs/hubfs/Blog%20header%20%26%20feature%201200x627%20(2).png?width=500&height=500&name=Blog%20header%20%26%20feature%201200x627%20(2).png) The Data Strategy Behind Uniper's Enterprise AI Transformation Maximilian Walther, Ph.D • 17.08.2026, 13:05:09](https://spryfox.ai/de/blog/webinar-the-data-strategy-behind-unipers-enterprise-ai-transformation?hsLang=de) [![Webinar: Explainable AI for Disease Prediction in Pets](https://spryfox.ai/hs-fs/hubfs/Blog%20header%20%26%20feature%201200x627.png?width=500&height=500&name=Blog%20header%20%26%20feature%201200x627.png) Webinar: Explainable AI for Disease Prediction in Pets Spryfox • 11.06.2026, 10:53:52](https://spryfox.ai/de/blog/webinar-explainable-ai-for-disease-prediction-in-pets?hsLang=de) [![Webinar: Datenstrategie mit Wirkung: Vom Datenchaos zum KI-fähigen Unternehmen](https://spryfox.ai/hs-fs/hubfs/Webinar%20Landing%20Page%20Hero%20-%20Data%20Strategy%20That%20Works.png?width=500&height=500&name=Webinar%20Landing%20Page%20Hero%20-%20Data%20Strategy%20That%20Works.png) Webinar: Datenstrategie mit Wirkung: Vom Datenchaos zum KI-fähigen Unternehmen Spryfox • 04.05.2026, 16:51:17](https://spryfox.ai/de/blog/webinar-from-data-chaos-to-an-ai-ready-organization?hsLang=de) [![Webinar: Mehr als nur Prompts: Warum juristische KI Architektur braucht, nicht nur Modelle](https://spryfox.ai/hs-fs/hubfs/HS%20Landing%20Page%20Feature%20Image_Kucera%20Webinae.png?width=500&height=500&name=HS%20Landing%20Page%20Feature%20Image_Kucera%20Webinae.png) Webinar: Mehr als nur Prompts: Warum juristische KI Architektur braucht, nicht nur Modelle Spryfox • 02.04.2026, 10:00:00](https://spryfox.ai/de/blog/beyond-prompting-why-legal-ai-needs-architecture-not-just-models?hsLang=de) [![Spryfox Logo](https://spryfox.ai/hs-fs/hubfs/Logos/SpryFox_v1-2.png?width=150&height=48&name=SpryFox_v1-2.png)](https://spryfox.ai/en/home?hsLang=de) - Dienstleistungen - [Ihre KI-Reise](https://spryfox.ai/de/spryfox-services) - [Daten- und KI-Strategie](https://spryfox.ai/de/data-ai-strategy) - [KI-fähige Daten](https://spryfox.ai/de/data-foundations) - [KI-unterstützte Insights](https://spryfox.ai/de/ai-enabled-insights) - [Erste KI-Use-Cases](https://spryfox.ai/de/ai-exploration) - [KI produktiv einsetzen](https://spryfox.ai/en/ai-implementation) - [KI skalieren](https://spryfox.ai/de/ai-at-scale) - Über uns - [Warum Spryfox?](https://spryfox.ai/de/why-spryfox) - [Was macht Spryfox anders?](https://spryfox.ai/de/what-makes-spryfox-different) - [Lernen Sie das Team kennen](https://spryfox.ai/de/meet-the-spryfox-team) - [Karriere](https://spryfox.ai/de/careers) - [Ressourcen](https://spryfox.ai/de/blog) - [Kostenloses KI-Assessment buchen](https://spryfox.ai/de/spryfox-ai-assessment) 2026 Copyright. 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