Ay Yapim launches Castle Walls as first AI-generated series on Prime Video
Turkish producer Ay Yapim has released 'Castle Walls' on Prime Video, a two-episode series produced end-to-end using a mix of generative AI tools and proprietary diffusion models. While the production leveraged AI for visual exploration, character integration, and video generation, human actors and dubbing were maintained throughout the process.
Key Takeaways
- Production utilized AYDNA, a video diffusion model trained exclusively on Ay Yapim’s rights-managed content catalog.
- The two-episode series features human-led scriptwriting by Kerem Deren and Çisil Hazal Tenim, rather than AI-generated scripts.
- Proprietary in-house tools including an AI storyboard system and the 'Cortex' automated workflow coordinated the production pipeline.
- A hybrid stack of third-party tools like Runway, Kling, and Google Nano Banana handled character integration and cinematic execution.
Why It Matters
The release of Castle Walls signals a transition for generative AI from experimental shorts to long-form distribution on Tier 1 platforms. By using the proprietary AYDNA model trained on licensed data, Ay Yapim addresses the primary legal barrier preventing major streamers from adopting AI-generated video. This launch establishes a blueprint for traditional production houses to use their existing IP libraries to train ethical, custom models that retain a specific visual house style. Success here likely accelerates the rollout of similar projects, including the three AI-driven animated series Amazon MGM Studios greenlit in May 2026. Watch for performance metrics on Prime Video to determine if AI-produced content can achieve the same global retention as Ay Yapim’s traditional hits.
Additional Context
The premiere of Castle Walls aligns with a broader push by Amazon MGM Studios into generative workflows. In May 2026, the studio greenlit three animated series—Punky Duck, Love, Diana Music Hunters, and Cupcake & Friends—for Prime Video. Per The Wrap (May 2026), these projects are powered by Project Nara, a purpose-built AI production platform developed on Amazon Web Services (AWS) to support human-led creative teams. This enterprise-grade infrastructure reflects a shift away from consumer-facing AI apps toward closed-loop environments designed to protect intellectual property.
Market data underscores the rapid scaling of this technology. According to Fortune Business Insights (April 2026), the AI video generator market is projected to reach $847 million in 2026, growing at an 18.8% CAGR. Industry-wide adoption is also climbing; Wyzowl reported in July 2026 that 63% of video marketers now incorporate AI tools into their production cycles, up from 51% the previous year. For major studios, the focus has moved from simple generation to time-to-market compression, with some firms reporting that AI tools can reduce production windows from three weeks to 24 hours for specific segments (per Luma Labs, July 2026).
Ay Yapim is also leveraging its AI Yapim subsidiary to influence global standards through the World AI Film Festival (WAIFF). According to WAIFF Turkey (July 2026), the studio is spearheading efforts to showcase Turkish AI-driven content at international events like Cannes 2027. Additionally, as an education partner for the International Academy of Television Arts & Sciences, Ay Yapim is actively training the next generation of Emmy-level creators on using AI as a creative infrastructure rather than a replacement for human craft.
Read full article at variety.com
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