Publication

📌 Building private AI agents is easy. But who maintains them when every department deploys its own? 🎬 Insights from Tim Frey and Christian Schmitt, recorded live at MLcon. THE QUICK BREAKDOWN: 💡 Y Pipe aims to democratize local AI by connecting small models with business functions, enabling departments to build AI-powered processes using their own domain expertise. 💡 Instead of managing countless independently deployed agents, a unified platform can simplify governance and maintenance, allowing IT to focus on the software while business teams manage their workflows. 💬 How are you handling governance and maintenance for private AI agents in your current pipeline? Let's discuss in the comments. 👇 Want to explore how private AI agents can move from prototypes to production? Join us at MLcon Berlin 2026! 📍 MLcon Berlin | Maritim ProArte Hotel Berlin | November 16–20, 2026 t.co/kvwemWdijE 🎤 Explore sessions on AI Agents & Agentic Workflows, MLOps, Open Source LLMs, and AI Governance. 🎫 Last tickets available! MLcon Berlin is almost here — don't miss your chance to join us! 🚀 t.co/POodN7plrP

🤖 Can your governance keep up with autonomous AI agents? AI agents aren't just making recommendations anymore. They're accessing files, executing commands, and taking action across systems. But as agents gain more autonomy, one question becomes critical: Who's still in control? The new MLcon Magazine Vol. 24 explores how engineers can build secure, accountable, and governed AI systems. 🔐 Agentic AI Governance: Learn why delegated authority requires an Authorize–Monitor–Contain approach. 🛡️ Agents & MCP Security: Explore sandboxing, permission boundaries, command validation, and approval gates. ⚙️ Governed AI Workflows: Discover how preview-before-commit, validation, and human oversight help manage risk in FinTech and insurance. 💡 The key takeaway? Governance can't remain a policy on paper. It needs to be built into the systems where AI agents actually operate. 📖 Explore the new MLcon Magazine: t.co/wwYkX5P1fF 💬 Want to continue the conversation? Join us at MLcon Berlin, part of AI Native Week, to exchange ideas with fellow engineers and explore real-world approaches to responsible AI. 🔗 t.co/fpNYINXlN9 #MLcon #AgenticAI #AIGovernance #AISecurity #MLOps