--- title: Spryfox | AI Engineering for Regulated Industries description: Spryfox AI engineering for regulated industries like insurance, legal, manufacturing, energy, and healthcare. Data-first strategy, prototyping, and production AI, built right. image: https://spryfox.ai/hubfs/Web%20Page%20Feature%20Images/Feature%20Image_Home.png --- [Skip to main content](https://spryfox.ai/en/home#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) - 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? What makes Spryfox different?](https://spryfox.ai/en/what-makes-spryfox-different) - [EchoFox](https://spryfox.ai/en/echofox) - [FoxLens](https://spryfox.ai/en/foxlens) - [FoxSprint](https://spryfox.ai/en/foxsprint) - [Meet the Team](https://spryfox.ai/en/meet-the-spryfox-team) - [Careers](https://spryfox.ai/en/careers) - [Resources](https://spryfox.ai/en/blog) - Show submenu for translations EN - [Deutsch](https://spryfox.ai/de/home) Open main navigation Close main navigation - Show submenu for Services 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 - About - [Why Spryfox?](https://spryfox.ai/en/why-spryfox) - Show submenu for What makes Spryfox different? What makes Spryfox different? - What makes Spryfox different? - [What makes Spryfox different?](https://spryfox.ai/en/what-makes-spryfox-different) - [EchoFox](https://spryfox.ai/en/echofox) - [FoxLens](https://spryfox.ai/en/foxlens) - [FoxSprint](https://spryfox.ai/en/foxsprint) - [Meet the Team](https://spryfox.ai/en/meet-the-spryfox-team) - [Careers](https://spryfox.ai/en/careers) - [Resources](https://spryfox.ai/en/blog) - Show submenu for translations EN - English - [Deutsch](https://spryfox.ai/de/home) - [Contact Us](https://spryfox.ai/en/contact-us) [Contact Us](https://spryfox.ai/en/contact-us?hsLang=en) # Engineering led AI solutions that accelerate innovation and impact Success from adopting AI isn’t magic, it’s great engineering. [Where are you on your AI journey?](https://spryfox.ai/en/spryfox-services?hsLang=en) [Book your free AI Assessment](https://spryfox.ai/en/spryfox-ai-assessment?hsLang=en) ## Supporting you at every stage of your AI journey A well-defined strategy keeps your data and teams aligned and focused on what matters most, while expert execution enables rapid innovation that delivers real-world results. ![Orange Icons SVG1](https://spryfox.ai/hubfs/Orange%20Icons%20SVG1.svg) ### Data & AI Strategy We help with AI roadmapping, use case prioritization, governance models and data strategy frameworks [Explore Data & AI Strategy](https://spryfox.ai/en/data-ai-strategy?hsLang=en) ![Orange Icons SVG2](https://spryfox.ai/hubfs/Orange%20Icons%20SVG2.svg) ### Data Foundations We audit, clean, normalize and connect your data so it’s ready for analytics and AI. [Explore Data Foundations](https://spryfox.ai/en/data-foundations?hsLang=en) ![Orange Icons SVG3](https://spryfox.ai/hubfs/Orange%20Icons%20SVG3.svg) ### AI-Enabled Insights We transform dashboards into vital tools by enriching them with AI-enabled insights, creating dynamic decision engines. [Explore AI-Enabled Insights](https://spryfox.ai/en/ai-enabled-insights?hsLang=en) ![Orange Icons SVG4](https://spryfox.ai/hubfs/Orange%20Icons%20SVG4.svg) ### AI Exploration We guide ideation, assess use cases, and build rapid prototypes to test concepts and demonstrate value. [Explore AI Exploration](https://spryfox.ai/en/ai-exploration?hsLang=en) ![Orange Icons SVG5](https://spryfox.ai/hubfs/Orange%20Icons%20SVG5.svg) ### AI Implementation We develop, integrate, and operationalize AI solutions, ready for production and real-world use. [Explore AI Implementation](https://spryfox.ai/en/ai-implementation?hsLang=en) ![Orange Icons SVG6](https://spryfox.ai/hubfs/Orange%20Icons%20SVG6.svg) ### AI at Scale We help you generalize tools, build reusable assets, and scale adoption across teams. [Explore AI at Scale](https://spryfox.ai/en/ai-at-scale?hsLang=en) ## Why Spryfox? ### [![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) ![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) A Trusted Partner A trusted AI partner with deep expertise, proven methods, and senior talent. From early audits to AI product innovation, we work hands-on with your team to turn complex challenges into measurable impact.](https://spryfox.ai/en/why-spryfox?hsLang=en) ### [![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) ![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) Tailored Solutions We act as both independent advisors and expert executors, blending engineering precision with business insight to build scalable, pragmatic solutions, always tailored to your needs, tech-agnostic, and fully owned by you. ](https://spryfox.ai/en/why-spryfox?hsLang=en) ### [![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) ![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) Decades of Experience Spryfox brings decades of real-world AI experience, proprietary tools, and a strategic, data-first approach to deliver fast, high-quality results.](https://spryfox.ai/en/why-spryfox?hsLang=en) ### [![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) ![Icons 150x150 (2)](https://spryfox.ai/hs-fs/hubfs/Icons%20150x150%20(2).png?width=50&height=50&name=Icons%20150x150%20(2).png) Compliance at our Core We design every solution to meet local and world-wide privacy standards, so you can scale globally with confidence.](https://spryfox.ai/en/why-spryfox?hsLang=en) ## Spryfox Innovation Accelerators Unique, proprietary tools and frameworks that accelerate success. [![FoxSprint](https://spryfox.ai/hs-fs/hubfs/FoxSprint.jpg?width=200&height=200&name=FoxSprint.jpg)](https://spryfox.ai/en/foxsprint?hsLang=en) #### Next-Gen PoCs with FoxSprint Intelligent Document Processing and production-ready Predictive Analytics that enable lightning-fast MVPs and infrastructure that delivers results. [![FoxLens](https://spryfox.ai/hs-fs/hubfs/FoxLens.jpg?width=200&height=200&name=FoxLens.jpg)](https://spryfox.ai/en/foxlens?hsLang=en) #### Data Monitoring with FoxLens Like a night-watchman for your data, our proprietary monitoring tool learns the patterns in your business data at a granular level. [![EchoFox](https://spryfox.ai/hs-fs/hubfs/EchoFox.jpg?width=200&height=200&name=EchoFox.jpg)](https://spryfox.ai/en/echofox?hsLang=en) #### Powerful Personas with EchoFox Accelerate project progress with custom AI-driven smart personas that can voice ideas and challenge out-dated assumptions.  Learn more about what makes Spryfox different, and get to know the senior engineers and strategists behind our success. [What makes Spryfox different?](https://spryfox.ai/en/what-makes-spryfox-different?hsLang=en) ### What others say about Spryfox "We worked with Spryfox on a project to collect and automatically classify energy data. The team impressed us with their wealth of ideas, technical excellence and impressively fast prototyping. The resulting solution brings us one step closer to our corporate vision – we look forward to working with them again!" ![Octopus Energy 2-1](https://spryfox.ai/hs-fs/hubfs/Octopus%20Energy%202-1.png?width=150&height=64&name=Octopus%20Energy%202-1.png) Merlind Schatz COO "Spryfox's ability to understand and respond to our business needs while introducing innovative solutions is commendable. We highly recommend the company for its expertise in combining technology and traditional industries. This collaboration has led to the development of innovative tools and Al-powered workflows that improve our efficiency and quality of service when advising clients in the real estate sector." ![kucera](https://spryfox.ai/hs-fs/hubfs/kucera.png?width=150&height=77&name=kucera.png) Dr. Stefan Kucera Partner "We have been working closely with Spryfox since 2022. As a healthcare company, it is important for us to work with partners we can really trust. As a start-up company, we also need to work with partners who are flexible and responsive. We have found that the Spryfox team meets and exceeds both requirements." ![care connect](https://spryfox.ai/hs-fs/hubfs/care%20connect.png?width=150&height=52&name=care%20connect.png) Dr. Fiona Kiernan Chief Economist "Oxite has worked closely with Spryfox over the past 2 years in order to develop its data analytics tools, Al-driven company research and our internal knowledge systems. The team has continually been creative and pragmatic in their approach and has helped us develop capability that allows us to stand out in our industry. We chose to work with Spryfox instead of a large consultancy as they were able to tailor their service offering and workflow to our specific needs and were extremely responsive during and after our projects. We look forward to continued our partnership with the Spryfox team and highly recommend working with them." ![oxite](https://spryfox.ai/hs-fs/hubfs/oxite.png?width=150&height=50&name=oxite.png) Andrew Ofori CEO "The Spryfox team has been an invaluable partner for Fetch Pet Insurance since 2020. They have helped us develop a unique application that allows pet owners to monitor their pet's health like never before. Together, we successfully developed and launched the Fetch Health Forecast - an innovative, AI-powered online dashboard. This platform enables pet owners to predict the future health of their dog, plan the associated care costs and proactively ensure their pet's well-being." ![fetch](https://spryfox.ai/hs-fs/hubfs/fetch.png?width=150&height=54&name=fetch.png) Karen Leever COO "Our collaboration with Spryfox has been a key element in driving innovation at dacoso. The team, led by Johannes and Max, has always demonstrated a deep understanding of our needs and ensured a seamless integration of cutting-edge Al solutions into our projects. Their responsiveness and flexibility have greatly supported our goals and built a trusting relationship. We are excited to see how this collaboration will evolve and lead to further success for both parties." ![dacoso](https://spryfox.ai/hubfs/dacoso.svg) Felix Pohl CEO "I had the pleasure of working closely with Max and the Spryfox team for over a year to develop a complex and automated platform. Throughout the project, the team was always available to provide support and adapt to our evolving needs. Their experience and flexibility were crucial in meeting our objectives, often delivering ahead of expectations. I would certainly recommend Spryfox for addressing your emerging Al challenges." Ronak Joshi Project Manager As a provider of a leading software platform for wealth management, QPLIX holds its partnerships to the highest standards of quality, reliability, and innovation. Our collaboration with Spryfox on an AI experimentation pipeline was an important milestone in advancing our use of artificial intelligence. Throughout the project, Spryfox impressed us with their deep expertise, flexibility, and commitment. Working closely with our team, their developers quickly established a robust technical foundation that enabled us to explore new, data-driven capabilities and deliver tangible value to our clients. We particularly appreciated Spryfox’s dependable communication and dedication, especially under ambitious timelines and challenging project goals. Their solution-oriented and collaborative approach was key to the project’s success. We highly recommend Spryfox as an experienced and capable partner for demanding AI initiatives." ![Qplix](https://spryfox.ai/hs-fs/hubfs/Qplix.png?width=150&height=64&name=Qplix.png) Jörg Heinichen Director Platform Development "Spryfox has been an outstanding development partner on our predictive analytics initiative. They delivered Vector, our new predictive analytics tool, with exceptional quality while staying fully on schedule and within budget. Beyond the technical excellence, they were incredibly easy to work with — transparent, communicative, and proactive at every stage. I would highly recommend Spryfox to any organization pursuing advanced data science, machine learning, or AI solutions." ![Averhealth](https://spryfox.ai/hubfs/Averhealth.svg) Vikram Menon CTO We started working with Spryfox in 2022, and over the past four years they have delivered tremendous value to our company. Led by Christian, the team built and refined sophisticated bidding models that had a direct and measurable impact on our business, driving meaningful revenue growth while significantly improving our profit margins. What sets Spryfox apart is their thoughtful, analytical approach. They took the time to deeply understand our systems, including years of accumulated data and complexity, and consistently challenged assumptions while remaining open to new and better ways of doing things. Their ability to learn quickly, adapt, and deliver practical improvements has been truly impressive. Beyond the results, they are extremely professional, dedicated, and genuinely pleasant to work with. We trust them completely to take ownership, follow through, and get the job done right. ![networx](https://spryfox.ai/hs-fs/hubfs/networx.png?width=150&height=64&name=networx.png) Shoshana Jacobs Director of Engineering “We have built strong in-house expertise in delivering innovative AI solutions and collaborated with Spryfox through a highly successful partnership along this journey. They played a key role in helping us develop these capabilities and contributed to the successful launch of our latest AI-driven product, [USTER® FABRIQ VISION](https://www.uster.com/products/fabric-inspection/uster-fabriq-vision/), which we continue to develop and expand further.” ![Uster](https://spryfox.ai/hs-fs/hubfs/Uster.png?width=150&height=64&name=Uster.png) Dr. Martin Nordio AI Product & Engineering Leader ## Explore our resources Learn more and gain actionable insights from the Spryfox team. [Webinar: AI for the Cautious](https://spryfox.ai/en/blog/webinar-ai-for-the-cautious?hsLang=en) [Case Study](https://spryfox.ai/en/blog/tag/case-study?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Webinar - Presented by Spryfox & Kintara®: AI for the Cautious: a practical route to AI for organisations that can’t afford to get it wrong ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/webinar-ai-for-the-cautious?hsLang=en) [The AI you rent and the AI you build](https://spryfox.ai/en/blog/the-ai-you-rent-and-the-ai-you-build?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes Spryfox explains the difference between commodity AI vs your own models, and how to tell which problem needs which. ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes [Read More](https://spryfox.ai/en/blog/the-ai-you-rent-and-the-ai-you-build?hsLang=en) [Webinar: The Data Strategy Behind Uniper's Enterprise AI Transformation](https://spryfox.ai/en/blog/webinar-the-data-strategy-behind-unipers-enterprise-ai-transformation?hsLang=en) [Webinar](https://spryfox.ai/en/blog/tag/webinar?hsLang=en) ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D Maximilian Walther (Spryfox) and Gabriele Roggero (Uniper) share Uniper's data transformation journey and the strategy design that enabled it all. ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D [Read More](https://spryfox.ai/en/blog/webinar-the-data-strategy-behind-unipers-enterprise-ai-transformation?hsLang=en) [Knowledge Consistency: A Data Problem Doesn’t Need to Become a Model Problem](https://spryfox.ai/en/blog/knowledge-consistency-a-data-problem-doesnt-need-to-become-a-model-problem?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Irina Bigoulaeva](https://spryfox.ai/hs-fs/hubfs/Irina%20Bigoulaeva.jpeg?width=100&height=100&name=Irina%20Bigoulaeva.jpeg) Irina Bigoulaeva AI model explanations give us important insights into how well the model was trained. But what happens when the problem isn’t the model at all? ![Irina Bigoulaeva](https://spryfox.ai/hs-fs/hubfs/Irina%20Bigoulaeva.jpeg?width=100&height=100&name=Irina%20Bigoulaeva.jpeg) Irina Bigoulaeva [Read More](https://spryfox.ai/en/blog/knowledge-consistency-a-data-problem-doesnt-need-to-become-a-model-problem?hsLang=en) [Defining and Designing a Data Strategy](https://spryfox.ai/en/blog/defining-and-designing-a-data-strategy?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D Strategy is the deliberate concentration of your resources on the point where they make the biggest difference. ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D [Read More](https://spryfox.ai/en/blog/defining-and-designing-a-data-strategy?hsLang=en) [Webinar: Explainable AI for Disease Prediction in Pets](https://spryfox.ai/en/blog/webinar-explainable-ai-for-disease-prediction-in-pets?hsLang=en) [Insurance](https://spryfox.ai/en/blog/tag/insurance?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Webinar: Explainable AI for Disease Prediction in Pets ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/webinar-explainable-ai-for-disease-prediction-in-pets?hsLang=en) [How to build explainable AI: A guide with examples from real AI projects](https://spryfox.ai/en/blog/the-order-matters-how-to-build-explainable-ai?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes Explainable AI, or XAI, is the set of methods and practices that let you understand how a machine learning model arrived at a particular prediction. ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes [Read More](https://spryfox.ai/en/blog/the-order-matters-how-to-build-explainable-ai?hsLang=en) [What is explainable AI?](https://spryfox.ai/en/blog/what-is-explainable-ai?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes Explainable AI (XAI) refers to the set of methods, techniques, and design principles that make the outputs of AI systems understandable to humans. ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes [Read More](https://spryfox.ai/en/blog/what-is-explainable-ai?hsLang=en) [From Performance to Trust: Navigating Explainability in Enterprise AI](https://spryfox.ai/en/blog/from-performance-to-trust-navigating-explainability-in-enterprise-ai?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Irina Bigoulaeva](https://spryfox.ai/hs-fs/hubfs/Irina%20Bigoulaeva.jpeg?width=100&height=100&name=Irina%20Bigoulaeva.jpeg) Irina Bigoulaeva Explainability isn’t just important for understanding the model, it’s also important for accountability. At Spryfox we’re investing in LLM explainability research and here, we ... ![Irina Bigoulaeva](https://spryfox.ai/hs-fs/hubfs/Irina%20Bigoulaeva.jpeg?width=100&height=100&name=Irina%20Bigoulaeva.jpeg) Irina Bigoulaeva [Read More](https://spryfox.ai/en/blog/from-performance-to-trust-navigating-explainability-in-enterprise-ai?hsLang=en) [Webinar: From Data Chaos to an AI-Ready Organization](https://spryfox.ai/en/blog/webinar-from-data-chaos-to-an-ai-ready-organization?hsLang=en) [Webinar](https://spryfox.ai/en/blog/tag/webinar?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox In this webinar, Maximilian Walther, PhD, Head of Data Strategy & AI Enablement at Spryfox, shares a practical approach to building a data strategy that delivers results. ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](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/en/blog/beyond-prompting-why-legal-ai-needs-architecture-not-just-models?hsLang=en) [Webinar](https://spryfox.ai/en/blog/tag/webinar?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox In this timely webinar, Stefan Kucera (Partner - KUCERA Rechtsanwälte) and Johannes Wowra (Head of Development & IoT - Spryfox) explain why LLMs alone cannot deliver reliable ... ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/beyond-prompting-why-legal-ai-needs-architecture-not-just-models?hsLang=en) [Webinar: From Pilot to Production: Explainability, Auditability and What Actually Matters](https://spryfox.ai/en/blog/from-pilot-to-production-explainability-auditability-and-what-actually-matters?hsLang=en) [Webinar](https://spryfox.ai/en/blog/tag/webinar?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Dr. Christian Debes and Dr. Ágoston Török bring their combined experience from decades of getting AI models from experiment to production ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/from-pilot-to-production-explainability-auditability-and-what-actually-matters?hsLang=en) [Smaller But Steeper: The Hidden Research Gap in Enterprise AI](https://spryfox.ai/en/blog/smaller-but-steeper-the-hidden-research-gap-in-enterprise-ai?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes Enterprises assume AI value comes from tuning big-model APIs, but most initiatives stall. The gap to business impact is smaller—yet steeper—than expected. ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes [Read More](https://spryfox.ai/en/blog/smaller-but-steeper-the-hidden-research-gap-in-enterprise-ai?hsLang=en) [Case Study: Enhancing Clinical Decision-Making Through NLP-Powered Quality Assurance for a Managed-Care Provider](https://spryfox.ai/en/blog/case-study-enhancing-clinical-decision-making-through-nlp-powered-quality-assurance-for-a-managed-care-provider?hsLang=en) [Case Study](https://spryfox.ai/en/blog/tag/case-study?hsLang=en) ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes A large managed-care organization faced a challenge where valuable clinical information is often buried within free-text notes and unstructured hospital discharge documents. ... ![Dr. Christian Debes](https://spryfox.ai/hs-fs/hubfs/Christian%20Square%20Transparent.png?width=100&height=100&name=Christian%20Square%20Transparent.png) Dr. Christian Debes [Read More](https://spryfox.ai/en/blog/case-study-enhancing-clinical-decision-making-through-nlp-powered-quality-assurance-for-a-managed-care-provider?hsLang=en) [Legal\_ALAN: The AI Platform For Efficient Real Estate Due Diligence](https://spryfox.ai/en/blog/legal_alan-the-ai-platform-for-efficient-real-estate-due-diligence?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra Legal\_ALAN is an innovative platform for legal departments of institutional investors and real estate law firms. It combines legal expertise with AI-supported analysis and makes ... ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra [Read More](https://spryfox.ai/en/blog/legal_alan-the-ai-platform-for-efficient-real-estate-due-diligence?hsLang=en) [Spryfox and Zinal Consulting Forge Strategic AI Partnership to Redefine Learning in the Digital Age](https://spryfox.ai/en/blog/spryfox-and-zinal-consulting-forge-strategic-ai-partnership-to-redefine-learning-in-the-digital-age?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra At Spryfox, we believe that the future of innovation lies at the intersection of deep domain expertise and cutting-edge artificial intelligence. We are proud to announce that we ... ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra [Read More](https://spryfox.ai/en/blog/spryfox-and-zinal-consulting-forge-strategic-ai-partnership-to-redefine-learning-in-the-digital-age?hsLang=en) [Reflecting on EXPO REAL 2025: How AI and the Law are Shaping the Future of Real Estate](https://spryfox.ai/en/blog/reflecting-on-expo-real-2025-how-ai-and-the-law-are-shaping-the-future-of-real-estate?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra Exploring how AI and legal expertise are revolutionizing the real estate industry, as showcased at EXPO REAL 2025. Discover practical applications and future trends. ![Johannes Wowra](https://spryfox.ai/hs-fs/hubfs/Johannes%20Square%20Transparent.png?width=100&height=100&name=Johannes%20Square%20Transparent.png) Johannes Wowra [Read More](https://spryfox.ai/en/blog/reflecting-on-expo-real-2025-how-ai-and-the-law-are-shaping-the-future-of-real-estate?hsLang=en) [From Plan to Impact – The Three-Phase Model for Successful AI Projects](https://spryfox.ai/en/blog/from-plan-to-impact-the-three-phase-model-for-successful-ai-projects?hsLang=en) [Blog](https://spryfox.ai/en/blog/tag/blog?hsLang=en) ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D In many organizations, we still love our plans. They provide the comforting sense that everything is under control. Yet experience shows: the real risk rarely lies in the plan ... ![Maximilian Walther, Ph.D](https://spryfox.ai/hs-fs/hubfs/Max%20Square%20Transparent.png?width=100&height=100&name=Max%20Square%20Transparent.png) Maximilian Walther, Ph.D [Read More](https://spryfox.ai/en/blog/from-plan-to-impact-the-three-phase-model-for-successful-ai-projects?hsLang=en) [Case Study: Predictive Maintenance at Scale with thyssenkrupp Mining Technologies](https://spryfox.ai/en/blog/predictive-maintenance-at-scale-with-thyssenkrupp-mining-technologies?hsLang=en) [Mining](https://spryfox.ai/en/blog/tag/mining?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Spryfox Case Study: Predictive Maintenance at Scale with thyssenkrupp Mining Technologies: How Spryfox Pioneered a Smarter Future for Heavy Machinery ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/predictive-maintenance-at-scale-with-thyssenkrupp-mining-technologies?hsLang=en) [AI Project Success & Failure: Industry Survey Report](https://spryfox.ai/en/blog/ai-project-success-failure-industry-survey-report?hsLang=en) [White Paper](https://spryfox.ai/en/blog/tag/white-paper?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Based on feedback from seasoned practitioners in the DACH region, our latest report breaks down the often-overlooked factors that make or break AI projects. ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/ai-project-success-failure-industry-survey-report?hsLang=en) [Case Study: Fetch Pet Insurance Drives Improved Customer Retention & Growth with Predictive AI](https://spryfox.ai/en/blog/case-study-fetch-pet-insurance-drives-improved-customer-retention-growth-with-predictive-ai?hsLang=en) [Insurance](https://spryfox.ai/en/blog/tag/insurance?hsLang=en) ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox Case Study: Fetch Pet Insurance Drives Improved Customer Retention & Growth with Predictive AI ![Spryfox](https://spryfox.ai/hs-fs/hubfs/Logos/Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png?width=100&height=100&name=Spryfox%20Logo%20Square%20Full%20Colour%20Transparent%20Background.png) Spryfox [Read More](https://spryfox.ai/en/blog/case-study-fetch-pet-insurance-drives-improved-customer-retention-growth-with-predictive-ai?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) - 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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