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AI doesn't fix broken engineering practices—it accelerates the damage. When you strap AI onto a disorganized product organization, everything gets much worse, much faster. Daniel Jung is the CEO of TechMiners, a tech due diligence firm that has analyzed hundreds of software companies across Europe. With a background that spans Lehman Brothers during the 2008 crisis, mountain infantry service, and multiple tech startups, he now leads one of the most data-driven technical assessment firms in the market. TechMiners combines proprietary tooling with experienced CTOs to deliver deep, objective tech due diligence in just 10 business days—analyzing everything from source code to licensing to AI implementation. In this clip, Daniel reveals a counterintuitive truth about AI adoption: mature businesses with disciplined processes before AI are far more likely to succeed than AI-native startups. The firms that lack foundational software development practices accumulate higher tech debt, face security vulnerabilities faster, and struggle with maintainability when AI enters the mix. 🔍 Why AI native companies often have more tech debt than legacy businesses ⚠️ How poor development practices get amplified, not solved, by AI 🛠️ What separates companies that scale AI successfully from those that collapse under it 📊 The hidden cost of introducing AI without disciplined engineering foundations Subscribe to Aulium for more conversations on innovation and private capital. About Daniel Jung [CEO of Techminers]: Daniel Jung is the CEO of TechMiners, a specialized technical due diligence firm serving investors across Europe. Before leading TechMiners, he worked at Lehman Brothers during the 2008 financial crisis, served as an officer in the Mountain Infantry, and founded ventures in medtech, logistics tech, and proptech. He brings a business-focused perspective to tech assessment, having held C-level roles in multiple startups. About Aulium: Aulium is a video show exploring Innovation and Private Capital, hosted by Thomas Viguier and Markus Perkumas. Connect with us: ➡ Aulium on LinkedIn: / aulium ➡ Thomas Viguier: / tviguier ➡ Markus Perkumas: / markusperkumas