Why US and UK Streaming Models Diverge and How AI Reshapes Global Monetization | Rahul Bhatia & Hemant Soni, Cloud and Media Experts

Have a question? Send us a text! Tim sits down with cloud and media experts Rahul Bhatia and Hemant Soni for a special panel comparing how cloud architecture, AI, and regulation are shaping the future of streaming television on both sides of the Atlantic. Recorded on State of Streaming.  Commercial engine vs. public core: Why the US is built to monetize while the UK is built to balance. The US streaming model is driven by private capital, aggressive monetization, and high-scale subscription plus ad-supported tiers. In contrast, the UK market is anchored by public service broadcasters like the BBC and ITV, operating under strict regulations and public funding. While US platforms compete heavily on first-party data and sports monetization, the UK balances a commercial ad engine on top of a publicly mandated service core.  2:30 – The UK's public-sector-driven streaming market vs. US private equity funding  3:14 – Built to monetize vs. built to balance: How US and UK incentive structures diverge  4:21 – Why UK streaming operates as a commercial engine on top of a public core  Cloud architecture at scale: Designing for massive traffic spikes and regulatory exit strategies. Building streaming infrastructure isn't about average usage—it's about designing for extreme traffic spikes, such as major live sports broadcasts. US giants leverage public cloud and serverless architectures to scale effortlessly without owning physical servers. Meanwhile, UK operators must navigate heavy regulatory requirements like GDPR and mandatory cloud exit strategies, making infrastructure decisions as much about compliance as performance.  5:44 – Designing for live traffic spikes: Why Netflix and Prime Video run on public cloud  6:24 – UK cloud regulations, mandatory exit strategies, and navigating GDPR  The AI shift: From backend forecasting and 114-minute AI movies to agentic ad tech. AI is moving rapidly from backend revenue forecasting and scene rendering into interactive ad experiences. On the consumer side, tools like Higgsfield Cinema Studio are generating entire feature-length films like Cully Hill Boys, complete with prompt instructions. On the monetization side, Netflix is leveraging recommendation data across 250 million ad-supported viewers to deploy interactive mid-roll ads, QR codes, and dynamic pause screens.  7:41 – How AI forecasting tools replace spreadsheets to project multi-year growth  9:18 – The Coley Hill Boys case study: Full-length AI-generated filmmaking  12:23 – Netflix's 250M ad-tier milestone and the rise of interactive mid-roll ads  15:12 – Agentic AI in action: AWS Bedrock Agents and live production automation  The 3-to-5 year outlook: Agentic campaign operators, privacy-first ads, and the coming storage bill. AI is evolving from a creative tool into an active operator within the advertising ecosystem, capable of placing ads, managing budgets, and optimizing campaigns automatically. In the US, dynamic shopping data is driving hyper-personalized ads, whereas the UK's privacy-first regulations focus AI on content-contextual matching. As streaming catalogs expand, platforms may soon face massive infrastructure costs, making cloud storage the next big fee passed onto consumers.  17:27 – Is Netflix a tech company? Agentic AI and backend database investments  18:50 – Amazon's Dynamic TV Creative and shopping data-driven ad switching  20:44 – Why edge computing and cloud storage could become streaming's next paid fee  22:48 – US vs. UK AI strategy: Ads smarter with user data vs. context and privacy-first consent  Connect with Hemant Soni on LinkedIn · Rahul Bhatia on LinkedIn Thanks to Looper Insights for sponsoring today’s show! Ready to unlock your streaming strategy edge? Head over to mystreamingvalue.com to compare CTV home screens and find out which spaces are worth the most. You’ll even learn exactly why Fox was willing to pay $22 billion for Roku. Stop guessing and start scaling—visit mystreamingvalue.com to get your free insights today!