# Designing AI Heroes - Turn AI into real business results and impact > AI Use Cases - AI Strategy - AI Roadmap - AI Workshops - Nadine Soyez ## Posts - [New Post: The Hidden Reason Your AI Projects Aren’t Delivering Results](https://designingaiheroes.com/the-hidden-reason-your-ai-projects-arent-delivering-results/): AI does not produce results through tools alone. We need a systems that define how work changes, how people collaborate with AI, and how success is measured. Without this system, even the best technology cannot deliver sustained value. This article explains the missing foundation and the practical steps that finally turn AI into measurable progress. - [From AI Experiments to AI Portfolio — Tips and Scaling AI Tracker Template](https://designingaiheroes.com/from-ai-experiments-to-ai-portfolio-tips-and-scaling-ai-tracker-template/): In this article I want to show you why experiments with pilots don’t scale, how to shift toward an AI portfolio, and how to use a practical AI Portfolio & Scaling Tracker Template to bring structure, alignment, and real business impact. This article gives practical steps to create clarity, direction, and measurable momentum. - [From AI Chaos to Clarity: How to Design a Simple AI Roadmap](https://designingaiheroes.com/how-to-design-a-simple-ai-roadmap/): Over the months, I spoke with dozens leaders from more than twenty organisations — from manufacturing and logistics to consulting and finance. Different industries, different levels of digital maturity, but all of them said the same thing: “We’re experimenting with AI… but we don’t have a clear structure yet.” This blog article shows how to develop an AI roadmap. - [World AI Summit Recap Day 1 - From Data to Agent, from Mindset to Infrastructure](https://designingaiheroes.com/world-ai-summit-recap-day-1/): Post by Nadine Soyez   End October 2025, I attended the World AI Summit in Amsterdam, a truly global gathering of more than 5,000 people from around the world exploring what’s next in the AI-driven business era. For two intense days, the event felt like a snapshot of the future: executives from every industry sharing lessons, best practices, future perspectives on what will come next, and conversations that cut across strategy, ethics, and transformation. As I did for past AI conferences, I sum up my key insights in a series of LinkedIn newsletters. I also did additional research for the study and […] - [Is Data Really the New Oil in the Age of AI?](https://designingaiheroes.com/is-data-really-the-new-oil-in-the-age-of-ai/): We often hear the phrase “data is the new oil.” It sounds powerful, it sticks in people’s minds, and it seems to make sense at first glance. After all, just as oil fueled the industrial age, data appears to fuel the age of artificial intelligence. But is this comparison really true or is it just a catchy slogan? In this blog article, I do a deep dive into this phrase. - [Insights from the RAISE Summit Part 2: Rethinking and Reinventing Work with Agentic AI](https://designingaiheroes.com/work-is-being-reinventd-by-ai/): In Part 1 of RAISE summit newsletter series, I explored why agentic AI is no longer a future trend and what companies should do now to prepare. This time, I’m focusing on a major shift discussed at the conference: rethinking work and how we will collaborate in the future with agentic AI. - [Insights from the RAISE Summit: Agentic AI is No Longer a Future Trend](https://designingaiheroes.com/insights-from-the-raise-summit-agentic-ai-is-no-longer-a-future-trend/): In early July, I attended the RAISE Summit in Paris, one of Europe’s most relevant and future-focused AI conferences. What an experience. I learned a lot. I want to share with you my learnings and insights from the summit so that you are up to date. In this bog post, you can read a deep dive into Agentic AI. - [From Chatbot to AI Agent: Understand What You Really Need. With AI Decision Guide.](https://designingaiheroes.com/from-chatbot-to-ai-agent/) - [Tips to Become a Savvy AI User - and how organisations can support this](https://designingaiheroes.com/tips-to-become-a-savvy-ai-user/): Post by Nadine Soyez   Why a Clear Plan Matters More Than Just Tools. Across various sectors, many organisations are starting to explore how AI can support their operations. But in my experience, I often see the same patterns repeating, and not all of them lead to success. Here are two common starting points I observe: The first two approaches are understandable, but on the other hand, they can lead to confusion, wasted time, and poor results.     What I’m seeing in organisations today   Based on my ongoing work and conversations with companies and people across Europe, a […] - [Strategic AI Implementation – Insights from Practice](https://designingaiheroes.com/strategic-ai-implementation/): Post by Nadine Soyez   In my work with companies across various industries, I see recurring patterns in how organisations are approaching their AI journey: Many start by experimenting with individual tools, but without a clear strategic framework or goal. Others are unsure about how to effectively integrate AI into existing workflows.  While these starting points are understandable, they often lead to missed opportunities and inefficient use of resources.   What I’m Observing in Organisations Right Now Based on my ongoing work with clients, several common trends have become apparent: Employees are already using AI tools – often without coordination […] - [The AI Knowledge Gap in Companies: Why It’s Becoming a Real Problem](https://designingaiheroes.com/the-ai-knowledge-gaps-in-companies/): Post by Nadine Soyez   When I speak with people in organisations about AI, I often encounter a wide range of reactions. Some individuals are sceptical or even fearful. Others approach it with complete confidence and are highly motivated. These differences in mindset are not just interesting observations. They’re shaping how organisations are preparing (or failing to prepare) for the age of AI. I see Two Very Different Initial Reactions to AI. When people are first introduced to tools such as ChatGPT or other generative AI platforms, they often fall into one of two categories:   1. The Fearful Sceptics […] ## Pages - [Nadine Soyez](https://designingaiheroes.com/nadine-soyez/) - [Free Online Workshop AI Roadmap Confirmation](https://designingaiheroes.com/free-online-workshop-ai-roadmap-confirmation/) - [Free Online Workshop AI Roadmap - Thank you](https://designingaiheroes.com/free-online-workshop-ai-roadmap-thank-you/) - [Free Online Workshop AI Roadmap](https://designingaiheroes.com/free-online-workshop-ai-roadmap/) - [Newsletter](https://designingaiheroes.com/newsletter/) - [Resources](https://designingaiheroes.com/resources/) - [AI Use Case and Strategy Roadmap Blueprint Download](https://designingaiheroes.com/ai-strategy-roadmap-blueprint-daih/) - [AI Use Case and Strategy Roadmap Blueprint Thank You](https://designingaiheroes.com/ai-strategy-roadmap-blueprint-thank-you/) - [AI Use Case and Strategy Roadmap Blueprint](https://designingaiheroes.com/ai-strategy-roadmap-blueprint/) - [AI Maturity Assessment](https://designingaiheroes.com/ai-maturity-assessment/) - [Thank You](https://designingaiheroes.com/thank-you/): Your subscription has been set up successfully. - [Newsletter Confirmation](https://designingaiheroes.com/newsletter-confirmation/) - [Newsletter Thank you](https://designingaiheroes.com/newsletter-thank-you/) - [Services](https://designingaiheroes.com/services/) - [Imprint](https://designingaiheroes.com/imprint/): Information according to § 5 TMG   Designing AI Heroes // Nadine Soyez Consulting Mainzer Landstraße 10 60325 Frankfurt am Main Value added tax identification number: DE269624233 If you have any questions or comments about this website, please contact contact@designingaiheroes.com Responsible for the content: Nadine Soyez Dispute resolution The European Commission provides a platform for online dispute resolution (OS): https://ec.europa.eu/consumers/odr You can find our e-mail address in the legal notice above. 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