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 “Artificial Intern” 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.

🚀 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.

📌 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 “power”

📝Show Notes

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

💬 Feedback: https://forms.gle/Qp53eVuc9P1RMqWj8

💼 Follow Jörn on LinkedIn: http://www.linkedin.com/comm/mynetwork/discovery-see-all?usecase=PEOPLE_FOLLOWS&followMember=joernmenninger

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Powered by Startuprad.io™ | Global Top 20 Entrepreneurship PodcastSecurity Sutra is your tactical briefing on the frontline of cybersecurity innovation. As a sub-podcast of Startuprad.io™, this show explores how startups defend themselves, scale securely, and lead the charge against global cyber threats—with a special focus on Germany, Austria, and Switzerland (DACH/GSA region).🎙️ Hosted in English for a global audience, Security Sutra brings together cybersecurity founders, ethical hackers, VC investors, and deep tech entrepreneurs who are redefining the future of digital security—from cloud-native startups to quantum-resilient infrastructure.What You'll Learn:🧠 How early-stage startups build secure-by-design architectures💸 The VC landscape for cybersecurity, cyber insurance, and infosec startups🚨 Threat intelligence and emerging attack vectors in the startup ecosystem🛡️ Playbooks on data privacy, zero trust, and regulatory compliance (GDPR, NIS2, DORA)🔍 Real-world cases of ransomware resilience, API security, and SOC modernization🧪 Advances in AI-powered defense systems, deep tech cybersecurity, and privacy-preserving AIOur guests include Forbes 30/40 under 30/40 entrepreneurs, Emmy-winning tech leaders, NYT bestsellers, and stealth-mode founders building the next generation of cybersecurity unicorns.Why It Matters:Cybersecurity is no longer optional. Whether you're an early-stage founder, a CTO scaling a SaaS product, or an investor in digital infrastructure, Security Sutra delivers timely intelligence to:Protect your IP, user trust, and market positionUnderstand the threat landscape unique to startupsBack the founders building category-defining security companies📈 Chartable: Top 60 Science • Top 75 Tech • Top 275 Business🌍 Listen Notes: Top 0.5% Global Podcast🔗 Follow Security Sutra: https://linktr.ee/startupradio📬 Subscribe for cyber insights: https://startupradio.substack.com🌐 Startuprad.io™ – The Authority on GSA Startups. From our 24/7 internet radio station to a global platform of eight focused sub-podcasts, we're your compass in the world of European startup innovation.

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