--- 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/en/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=en) - Show submenu for Services Services - [Your AI Journey](https://spryfox.ai/en/spryfox-services) - [Data and AI Strategy](https://spryfox.ai/en/data-ai-strategy) - [Data Foundations](https://spryfox.ai/en/data-foundations) - [AI-Enabled Insights](https://spryfox.ai/en/ai-enabled-insights) - [AI Exploration](https://spryfox.ai/en/ai-exploration) - [AI Implementation](https://spryfox.ai/en/ai-implementation) - [AI at Scale](https://spryfox.ai/en/ai-at-scale) - [Book Your Free AI Assessment](https://spryfox.ai/en/spryfox-ai-assessment) - Show submenu for About About - [Why Spryfox?](https://spryfox.ai/en/why-spryfox) - [Show submenu for What makes Spryfox different? 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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/en/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/en/blog/author/spryfox)** 4/1/26, 12:30 PM ![Fox 400x200](https://spryfox.ai/hs-fs/hubfs/Fox%20400x200.jpg?width=400&height=200&name=Fox%20400x200.jpg) ##### Sign up for our 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 • 7/29/26, 3:00 PM](https://spryfox.ai/en/blog/webinar-the-data-strategy-behind-unipers-enterprise-ai-transformation?hsLang=en) [![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 • 6/11/26, 10:52 AM](https://spryfox.ai/en/blog/webinar-explainable-ai-for-disease-prediction-in-pets?hsLang=en) [![Webinar: From Data Chaos to an AI-Ready Organization](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: From Data Chaos to an AI-Ready Organization Spryfox • 5/4/26, 4:44 PM](https://spryfox.ai/en/blog/webinar-from-data-chaos-to-an-ai-ready-organization?hsLang=en) [![Webinar: Beyond Prompting: Why Legal AI Needs Architecture, Not Just Models](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: Beyond Prompting: Why Legal AI Needs Architecture, Not Just Models Spryfox • 4/2/26, 10:00 AM](https://spryfox.ai/en/blog/beyond-prompting-why-legal-ai-needs-architecture-not-just-models?hsLang=en) [![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=en) - Services - [Your AI Journey](https://spryfox.ai/en/spryfox-services) - [Data and AI Strategy](https://spryfox.ai/en/data-ai-strategy) - [Data Foundations](https://spryfox.ai/en/data-foundations) - [AI-Enabled Insights](https://spryfox.ai/en/ai-enabled-insights) - [AI Exploration](https://spryfox.ai/en/ai-exploration) - [AI Implementation](https://spryfox.ai/en/ai-implementation) - [AI at Scale](https://spryfox.ai/en/ai-at-scale) - About - [Why Spryfox?](https://spryfox.ai/en/why-spryfox) - [What makes Spryfox different?](https://spryfox.ai/en/what-makes-spryfox-different) - [Meet the Team](https://spryfox.ai/en/meet-the-spryfox-team) - [Careers](https://spryfox.ai/en/careers) - [Resources](https://spryfox.ai/en/blog) - [Book Your Free AI Assessment](https://spryfox.ai/en/spryfox-ai-assessment) 2026 Copyright. 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