David Lojewski

💡What if AI agents autonomously managed entire projects? The DLD Conference in Munich highlighted that Generative AI - through agentic architectures - is already orchestrating complex workflows and revolutionizing data-driven decision-making. A heartfelt thanks to Vanessa Cann and Sead Ahmetovic for their inspiring insights. Specialized AI agents capable of independent planning, decision-making, and action could fundamentally transform the way we work. However, this advanced technology comes with complexities and challenges that must not be overlooked. How do you strike the right balance between automation and human oversight? How can you implement AI in a way that not only enhances efficiency but also fosters safety and trust? Our practitioners’ guide to agentic architecture explores how to achieve this delicate harmony. 👇 Felix Kalkum Sebastian Wossagk Jérôme Cochet Florian Schaudel Ian Kahan Veronica Wolters Tobias Regenfuss Jack Koftikian Mina Saidze Robert Lang #Accenture #DigitalTransformation #AgenticAI #GenAI

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Last week I had the opportunity to join a great panel at #DMOC25 - the Digital Mobility Conference 2025 in Berlin, hosted by Bitkom. Under the title "From ECUs to Software Platforms - The Transformation to Software Defined Vehicles," I discussed with Dr. Jan Wehinger, Ralf Herrtwich, moderated by Paul Hannappel, how profoundly software is reshaping the automotive world - and what it truly takes to move from embedded systems to scalable platforms. 💡 The key insight for me: We all face the same challenges - and we share the responsibility to solve them. Software is no longer an add-on in product development - it is the core driver of innovation, competitiveness, and future business models. But the SDV transformation is not only about architecture or computing power. It fundamentally shifts how we work together: across teams, across companies, and across traditional boundaries. At IAV, we have been laying the foundation for this for quite some time. We have a strong digital strategy, a clear AI roadmap, structured enablement through our Hi!AI Academy, and growing toolsets to support scalable, intelligent development. But strategy and tools alone aren’t enough. That’s why we are now entering the next phase: ➡️ We are looking into all core processes across the organization. ➡️ We are enabling teams in every function to use and shape AI and software actively. ➡️ And we are building real cross-functional collaboration between software and classic engineering disciplines. Because let’s be honest: moving from embedded systems to intelligent, flexible platforms is not only a technical challenge - it's a cultural one. It requires ‼️new ways of working ‼️the courage to question old habits ‼️and trust - in teams, in change, and in our ability to deliver. If I had one wish to accelerate digitalization in Germany’s mobility sector, it would be: Less hesitation. More momentum. More belief in what’s already possible - if we truly come together. The future of mobility is software-defined - and we’re not waiting to shape it. We’re doing the work now. #MobilityTransformation #DigitalStrategy #CulturalChange

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I’ve said it before, but it’s worth repeating: the best way to understand AI is to roll up your sleeves and build something with it.   That’s exactly what we did with our first EBS #GenAI Hackathon.   We gave our #WalmartEBS associates one week to solve one real problem. Whether the project was aimed at improving customer experience, associate experience, or operations efficiency, the mission was the same: turn something “hard and slow” into “easy and fast.”   The result? Hundreds of real, working prototypes you could put in the hands of associates or customers tomorrow. Many teams went all in on vibe coding, letting AI generate the code end to end. It wasn’t the only path, but it showed what’s possible when we lean into new ways of working. That’s the bar we’re aiming for.   Associates from every corner of EBS teamed up with business partners, dove deep into learning sessions with technical experts, and yes, competed for prizes. But the real win was watching people jump in, experiment, and cook.   The best ideas come from our associates, and this hackathon proved it. To everyone who took part, thank you. I’m proud of the creativity and grit you showed, and even more excited to watch these prototypes grow into tools that make a difference for associates and customers.   Fast. Hands-on. Messy in the best way.   This is what “all in on AI” looks like. Walmart Global Tech Elisebeth Collins (Cook) Greg Cathey

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The "OpenAI for Germany" partnership launches in 2026 via SAP, targeting millions of public sector employees with data stored locally and compliant with EU sovereignty laws. Let's break this down. Think about SAP's strategic positioning: ➤ Invested in Aleph Alpha (Germany's sovereign AI provider) ➤ Invested in Anthropic (enterprise compliance leader) ➤ Invested in Cohere (enterprise LLM specialist) ➤ Now partnering with OpenAI (market leader) This isn't hedging. It's building an AI distribution monopoly. The genius is in the go-to-market strategy. European governments won't buy AI directly from American companies (too much regulatory friction). But they will buy from SAP, Europe's largest software company with 40 years of enterprise trust. While OpenAI, Anthropic, and others fight for developer acquisition, SAP is quietly becoming the only approved AI vendor for entire government sectors. They're not competing on model quality, they're competing on regulatory compliance and procurement relationships. The partnership will help employees in German governments, administrations, and research institutions accelerate daily work, but the real opportunity is the precedent it sets. If Germany adopts this model, every EU member state will want their own "OpenAI for [Country]" deal. And SAP will be the only company positioned to deliver it at scale. I think within 12 months or less, every major AI company will be scrambling to partner with regional enterprise software leaders. Not because they want to share revenue, but because direct sales to governments and regulated industries are becoming impossible without local infrastructure and compliance expertise. Start optimizing for regulatory partnerships. Compliance is the new competitive advantage. #AI #Strategy #Consulting #Enterprise

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The data & AI community is excited about the opportunities of #AI agent systems – here’s my take on why they matter for enterprises in the age of agentic AI!   Data platforms that allow the democratized use of data and AI, like our Data Intelligence Platform, will enable enterprises to leverage their proprietary data to create customized, domain-specific AI agent systems. These deliver reliable and high quality results. To thrive with AI agent systems, enterprises should consider these three areas: 1.) How to fulfill specific organizational requirements 2.) Building trust through validation 3.) Importance of a solid data basis   Read my full article (in German) here: https://lnkd.in/eQTH-w8B cc Kolja M. Rockstroh Imogen Nation Marco Metting Dr. Maria Grazia Frontoso Andreas Limpak Andreas Frank Roman Dölle geb. Pritzkow Michael Nösges

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🚀 Just finished reading From Project to Product Mode by Sebastian Borggrewe and Thomas Hartmann *************************************** ...and I highly recommend it to anyone working in B2B tech and product. The book tackles a challenge we’ve seen in nearly every tech intensive B2B company: customers run projects, and we build products. That disconnect can pull even the best teams into project thinking, risking scalability, profitability, and team focus. What I appreciate most is that Sebastian and Thomas don’t offer shallow advice like “just be product-led” and what it means to be product-led. They share their pragmatic experiences min how to evolve. They outline seven (7) key areas where Product Mode and Project Mode operate differently. I appreciate their pragmatic, actionable guidance to address each one of the areas. 💡 Highlights for me: - The reframing of customer segmentation - remember in Product we don’t just serve customers; we choose the right ones. - A smart look at financial and pricing models, especially the split between customized vs. standard products (we’ve used this model ourselves with great results). - The push/pull model to understand how discovery, insights, and delivery differ in project vs. product mode. The book is not a how-to manual with all the answers. It gets you thinking, talking, and acting differently. 👏 A big thank you to Sebastian and Thomas for writing such a relevant and thoughtful book. If you're navigating the shift from project to product (or helping others do it), this is a great companion. I think this is something for you: David Almström, Jothi Ganesh, Hans Malmberg, Johan Robertsson, Christian Kowalkowski, Christian Ries, Maria Wågberg, Kristin Lundgren #productmanagement #B2B #productmode #productleadership #segmentation #pricingstrategy #productthinking

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📣 Communication is often considered a "soft skill" - but it might be the hardest and most crucial skill in software development! In this insightful episode of Software Architektur im Stream, I spoke with Jacqui Read about her new book "Communication Patterns" and learned: 🎯 Why documentation and diagrams need clear audience focus ♻️ How to create sustainable documentation that doesn't get outdated quickly 🎨  Best practices for effective software diagrams (hint: always include a legend!) 💡 Why storytelling is crucial for technical communication 👥  Smart approaches to knowledge sharing beyond just writing documentation Key takeaway: Good communication isn't just about being naturally talented - it's about following proven patterns and continuously improving your skills. Want to level up your communication game? Check out the full episode at https://lnkd.in/edBCed8i #SoftwareArchitecture #Communication #TechnicalCommunication #CommunicationPatterns Thoughts on this topic? Share your experiences below! 

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"EU AI Act - Germany: AI Ecosystem Brief", interesting report co-authored by Sean Musch, Michael Charles Borrelli, Charles Kerrigan, Dr. Martha Boeckenfeld, Martin Ebers, Valentino Halim, Mike Flache, Martin Heitmann, Dr. Nadia Morozova, Michael Alf, Sheila Beladinejad 🇨🇦, Dilem Kaya, & Prof. Dr. Patrick Glauner, and published now in September 2025 by AI & Partners. 👇 This report examines Germany’s evolving #AIgovernance #strategy within the European Union framework. The document outlines national instruments, sectoral initiatives, and international commitments guiding #responsibleAI adoption. It highlights institutional coordination, #ethical safeguards, and #strategic #investments. The text underscores Germany’s ambition to align #innovation, accountability, and global competitiveness in #AI. Link: https://lnkd.in/d2rYuQFp #artificialera #web3 #web4 #web5 #fintech #digitalera #digitaltransformation #ailaw #machinelearning #deeplearning #generativeAI #trustworthyAI #explainableAI #aiethics #artificialintelligence #explainableAI #responsibleAI #foundationmodels #GPAI #GAI #LLMs #NLPs #GenAI #frontierAI #narrowAI #AGI #ethicalAI #adversarialAI #RAG #agenticAI #AIagents

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