How Startups Can Use GenAI Without Breaking GDPR or Trust

How Startups Can Use GenAI Without Breaking GDPR or Trust

Released Thursday, 14th August 2025
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How Startups Can Use GenAI Without Breaking GDPR or Trust

How Startups Can Use GenAI Without Breaking GDPR or Trust

How Startups Can Use GenAI Without Breaking GDPR or Trust

How Startups Can Use GenAI Without Breaking GDPR or Trust

Thursday, 14th August 2025
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Startups love GenAI. But most founders are using it unsafely — and exposing their team, their customers, and their legal risk without even realizing it.

In this episode of Startuprad.io, we sat down with Dennis Traub, AI Engineering Specialist at AWS, to unpack what safe adoption of Generative AI really means for founders, CTOs, and product leads.

Dennis introduces the ā€œArtificial Internā€ framework — a practical way for startups to implement GenAI without hallucinations, GDPR violations, or broken trust. He walks us through where to start, what not to do, and how to pick your very first AI use case.

šŸš€ Meet Our Sponsor

AWS Startups is a proud sponsor of this week’s episode of Startuprad.io. Visit startups.awsĀ 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.Ā 

Want to reduce the cost of AI workloads? AWS Trainium is the silicon you’re looking for.

Whatever your ambitions, you’ve already had theĀ idea, now prove it’s possible on AWS.

Visit aws.amazon.com/startupsĀ to get started.

šŸ“Œ What you’ll learn in this episode:

  • Why treating GenAI like a cofounder is a dangerous myth

  • What AI should (and should never) touch inside your startup

  • How to adopt GenAI tools without violating GDPR

  • The hidden risk in giving LLMs access to your inbox

  • Why AWS Bedrock offers a safer backend for compliant AI use

  • How to automate annoying work — not strategic work

  • What most founders misunderstand about AI ā€œpowerā€

šŸ“Show Notes

Subscribe across platforms: https://linktr.ee/startupradio

šŸ’¬ Feedback: https://forms.gle/Qp53eVuc9P1RMqWj8

šŸ’¼ Follow Jƶrn on LinkedIn: http://www.linkedin.com/comm/mynetwork/discovery-see-all?usecase=PEOPLE_FOLLOWS&followMember=joernmenninger

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Deep Tech Germany is your front-row seat to the boldest breakthroughs emerging from Germany, Austria, and Switzerland—the DACH region—where advanced research, scientific innovation, and venture capital converge. As part of the Startuprad.ioā„¢ network, we spotlight the founders, engineers, scientists, and investors fueling Europe’s deep tech ecosystems.šŸŒ Hosted in English for a global audience, this show connects you to the people and platforms building the future of:AI, quantum computing, photonics, and roboticsSynthetic biology, climate tech, green innovation, and biotech newsNeurotech, edge computing, and machine learning in hard-to-automate sectorsAdvanced materials, agritech, life sciences, aerospace, and mobilityšŸŽÆ What You'll Learn:šŸš€ How deep tech startups go from lab to market—from Series B scaleups to public-private R&D spin-offsšŸ’ø The mechanics of VC investment trends, hard tech venture capital, and capital growth across TRL stages🧠 Playbooks on building in regulated markets, pitching complex ideas, and managing resilience planning at the edge of feasibilityšŸ”¬ Profiles of scientists-turned-founders, spinout companies, and deep tech accelerators in the German startup scenešŸ“Š Updates on startup growth, scaleup strategies, and exit planning across DACH's leading institutions🧪 Our guests include:Forbes 30/40 Under 30/40 entrepreneurs and Emmy-winning innovatorsFounders from Max Planck Institute, Karlsruhe Institute, and European unicorn buildersDeep tech VCs, angel investors, austrian tech founders, and fintech visionariesšŸ’” Topics We Explore:Commercializing science: From quantum photonics to synthetic biologyInnovation in deep tech: Where regtech, wealthtech, and AI-driven growth intersectHardware-software fusion: Integrating digital assistants, open banking, and edge AIGreen transformation: Eco innovation, b-grade gourmet sustainability, retail analytics, and heatmapsScaling strategies for startups, scaleups, and corporate growth venturesšŸ›°ļø Why It Matters:As Europe's industrial backbone undergoes a high-tech overhaul, Deep Tech Germany delivers:šŸ“° Monthly startup news from Berlin, Zurich, Vienna, Munich, and FrankfurtšŸ“‰ Macro trends across deep tech fundraising, pre-seed funding, and spinout financešŸŽ“ Insider tips for navigating innovation management, regulatory pathways, and TRL scalingWhether you're a startup founder, scientific innovator, DACH region investor, or policy expert tracking strategic growth—this podcast is your signal in the noise.šŸ“” Chartable: Global Top 200 Technology PodcastšŸŽ§ Apple Podcasts: Top 20 Entrepreneurship • Spotify Discoverable in Deep Tech + Venture CapitalšŸŒ Ranked in Top 0.5% Podcasts (Listen Notes)šŸ”— Listen & Follow: https://linktr.ee/startupradiošŸ“¬ Subscribe on Substack: https://startupradio.substack.com🌐 Explore the Startuprad.ioā„¢ platform—your hub for the innovation economy, from startups to science-led scaleups.

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