Deep Tech Germany™, powered by Startuprad.io, explores the scientific breakthroughs and deep technologies shaping Europe’s future. Hosted by Joe Menninger, this podcast dives into the convergence of research, engineering, and venture capital — where pioneering ideas evolve into scalable companies.
Every episode uncovers how scientists, founders, and investors in Germany, Austria, and Switzerland (DACH) transform frontier technologies into global businesses. From AI and robotics to semiconductors, quantum computing, photonics, biotech, and space tech, we highlight the ecosystems that make Europe a world leader in applied innovation.
Whether you’re a researcher commercializing IP, an investor seeking defensible deep-tech opportunities, or a policy leader shaping industrial strategy, this show reveals how deep science becomes deep growth. Our guests include entrepreneurs, scientists, and investors building Europe’s next generation of unicorns through advanced R&D, venture building, and technology transfer.
Join conversations that cover:
• Artificial intelligence and machine learning in industrial applications
• Robotics and automation for manufacturing and healthcare
• Quantum technology, semiconductors, and next-generation computing
• Climate and materials innovation for a sustainable Europe
• Biotech, medtech, and space exploration startups
• EU funding, IP management, and spin-out acceleration
Deep Tech Germany™ translates complex science into actionable insights — bridging universities, venture capital, and policy. Episodes decode the challenges of turning prototypes into production, connecting research clusters like Fraunhofer, Helmholtz, and ESA BICs with the investors fueling them.
The podcast forms part of the Startuprad.io™ Network, Europe’s leading platform for startup and venture capital storytelling, alongside Fintech Germany, Blockchain Germany, Security Startups Germany, and German Startup News. Collectively, the network reaches over one million annual streams and ranks among the global top 0.5 % of podcasts, trusted by founders, investors, and corporate innovators.
🔹 Topics we explore: AI startups, robotics innovation, quantum computing, semiconductor strategy, biotech, space tech, applied research, venture capital Europe, and DACH deep-tech ecosystems.
🔍 Explore more from the Startuprad.io Podcast Network:
• Fintech Germany Podcast
• Blockchain Germany Podcast
• German Startup News
• Security Startups Germany
• Female Entrepreneurship Podcast
💌 Subscribe for insider updates: https://startupradio.substack.com/
🌐 Discover all links & platforms: https://linktr.ee/startupradio
📰 Read our blog & show notes: https://www.startuprad.io/blog/
All content for Deep Tech Germany: AI, Robotics & Frontier Innovation by Startuprad.io™ is the property of Startuprad.io™ – Europe’s Startup & VC Podcast Network and is served directly from their servers
with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Deep Tech Germany™, powered by Startuprad.io, explores the scientific breakthroughs and deep technologies shaping Europe’s future. Hosted by Joe Menninger, this podcast dives into the convergence of research, engineering, and venture capital — where pioneering ideas evolve into scalable companies.
Every episode uncovers how scientists, founders, and investors in Germany, Austria, and Switzerland (DACH) transform frontier technologies into global businesses. From AI and robotics to semiconductors, quantum computing, photonics, biotech, and space tech, we highlight the ecosystems that make Europe a world leader in applied innovation.
Whether you’re a researcher commercializing IP, an investor seeking defensible deep-tech opportunities, or a policy leader shaping industrial strategy, this show reveals how deep science becomes deep growth. Our guests include entrepreneurs, scientists, and investors building Europe’s next generation of unicorns through advanced R&D, venture building, and technology transfer.
Join conversations that cover:
• Artificial intelligence and machine learning in industrial applications
• Robotics and automation for manufacturing and healthcare
• Quantum technology, semiconductors, and next-generation computing
• Climate and materials innovation for a sustainable Europe
• Biotech, medtech, and space exploration startups
• EU funding, IP management, and spin-out acceleration
Deep Tech Germany™ translates complex science into actionable insights — bridging universities, venture capital, and policy. Episodes decode the challenges of turning prototypes into production, connecting research clusters like Fraunhofer, Helmholtz, and ESA BICs with the investors fueling them.
The podcast forms part of the Startuprad.io™ Network, Europe’s leading platform for startup and venture capital storytelling, alongside Fintech Germany, Blockchain Germany, Security Startups Germany, and German Startup News. Collectively, the network reaches over one million annual streams and ranks among the global top 0.5 % of podcasts, trusted by founders, investors, and corporate innovators.
🔹 Topics we explore: AI startups, robotics innovation, quantum computing, semiconductor strategy, biotech, space tech, applied research, venture capital Europe, and DACH deep-tech ecosystems.
🔍 Explore more from the Startuprad.io Podcast Network:
• Fintech Germany Podcast
• Blockchain Germany Podcast
• German Startup News
• Security Startups Germany
• Female Entrepreneurship Podcast
💌 Subscribe for insider updates: https://startupradio.substack.com/
🌐 Discover all links & platforms: https://linktr.ee/startupradio
📰 Read our blog & show notes: https://www.startuprad.io/blog/
Productionizing AI: AWS Bedrock, MCP & Agentic Workflows for Startups
Deep Tech Germany: AI, Robotics & Frontier Innovation by Startuprad.io™
57 minutes 14 seconds
3 months ago
Productionizing AI: AWS Bedrock, MCP & Agentic Workflows for Startups
What does it really take to move from a GenAI prototype to a production-ready system? In this episode, AWS AI Engineering Specialist Dennis Traub breaks down the hard truths behind scaling, securing, and monitoring AI systems — and why the future belongs to startups who learn how to productionize AI fast.
What You’ll Learn in This Episode:
Why most GenAI prototypes fail when pushed to production
The role of MCP (Model Context Protocol) in securely connecting AI to APIs
How agentic workflows differ from simple prompt chains
Why observability and cost monitoring are non-negotiable for startups
The AWS Bedrock + Agent Core stack for startups scaling AI in Europe
Counterintuitive lessons: when not to use AI
🚀 Meet Our Sponsor
AWS Startups is a proud sponsor of this week’s episode of Startuprad.io. Visit startups.aws to find out how AWS can help you prove what’s possible in your industry.
The AWS Startups team comprises former founders and CTOs, venture capitalists, angel investors, and mentors ready to help you prove what’s possible.
Since 2013, AWS has supported over 280,000 startups across the globe and provided $7Billion in credits through the AWS Activate program.
Big ideas feel at home on AWS, and with access to cutting-edge technologies like generative AI, you can quickly turn those ideas into marketable products.
Want your own AI-powered assistant? Try Amazon Q.
Want to build your own AI products? Privately customize leading foundation models on Amazon Bedrock.
Want to reduce the cost of AI workloads? AWS Trainium is the silicon you’re looking for.
Whatever your ambitions, you’ve already had the idea, now prove it’s possible on AWS.
Visit aws.amazon.com/startups to get started.
Guest: Dennis Traub, AI Engineering Specialist at AWS
Full Blog Post: https://www.startuprad.io/post/how-startups-can-succeed-at-productionizingai-without-breaking-at-scale
Youtube Full Video: https://youtu.be/UkYwxbM_834
✉️ Work with us: partnerships@startuprad.io
Subscribe across platforms: https://linktr.ee/startupradio
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Deep Tech Germany: AI, Robotics & Frontier Innovation by Startuprad.io™
Deep Tech Germany™, powered by Startuprad.io, explores the scientific breakthroughs and deep technologies shaping Europe’s future. Hosted by Joe Menninger, this podcast dives into the convergence of research, engineering, and venture capital — where pioneering ideas evolve into scalable companies.
Every episode uncovers how scientists, founders, and investors in Germany, Austria, and Switzerland (DACH) transform frontier technologies into global businesses. From AI and robotics to semiconductors, quantum computing, photonics, biotech, and space tech, we highlight the ecosystems that make Europe a world leader in applied innovation.
Whether you’re a researcher commercializing IP, an investor seeking defensible deep-tech opportunities, or a policy leader shaping industrial strategy, this show reveals how deep science becomes deep growth. Our guests include entrepreneurs, scientists, and investors building Europe’s next generation of unicorns through advanced R&D, venture building, and technology transfer.
Join conversations that cover:
• Artificial intelligence and machine learning in industrial applications
• Robotics and automation for manufacturing and healthcare
• Quantum technology, semiconductors, and next-generation computing
• Climate and materials innovation for a sustainable Europe
• Biotech, medtech, and space exploration startups
• EU funding, IP management, and spin-out acceleration
Deep Tech Germany™ translates complex science into actionable insights — bridging universities, venture capital, and policy. Episodes decode the challenges of turning prototypes into production, connecting research clusters like Fraunhofer, Helmholtz, and ESA BICs with the investors fueling them.
The podcast forms part of the Startuprad.io™ Network, Europe’s leading platform for startup and venture capital storytelling, alongside Fintech Germany, Blockchain Germany, Security Startups Germany, and German Startup News. Collectively, the network reaches over one million annual streams and ranks among the global top 0.5 % of podcasts, trusted by founders, investors, and corporate innovators.
🔹 Topics we explore: AI startups, robotics innovation, quantum computing, semiconductor strategy, biotech, space tech, applied research, venture capital Europe, and DACH deep-tech ecosystems.
🔍 Explore more from the Startuprad.io Podcast Network:
• Fintech Germany Podcast
• Blockchain Germany Podcast
• German Startup News
• Security Startups Germany
• Female Entrepreneurship Podcast
💌 Subscribe for insider updates: https://startupradio.substack.com/
🌐 Discover all links & platforms: https://linktr.ee/startupradio
📰 Read our blog & show notes: https://www.startuprad.io/blog/
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