Observed Signal · Apr 23, 2026 · Analyst Research Report · Source: CNBC Investing · Impact: 3/5 · Sentiment: Positive
Morgan Stanley: AI Will Reshape Video Games; 4 Stocks to Win
Morgan Stanley's 63-page research report argues generative AI could halve the cost of developing new video games, creating an estimated $22 billion profit opportunity while also lowering barriers to entry and increasing competition. The bank identified four U.S.-traded companies positioned to benefit from AI-driven changes: Sony, NetEase, Roblox and AppLovin. It also named Tencent Holdings and Korea’s NCSoft (renamed NC Corp. in March) as winners. Morgan Stanley highlighted that AI could strengthen game creation tools and boost the importance of advertising platforms (benefiting firms like AppLovin) as competition for player attention intensifies.
Morgan Stanley's analysis quantifies a multibillion-dollar economic impact from generative AI in games, highlights specific corporate winners (including ad-platform beneficiaries), and signals potential shifts in game development economics and ad demand—useful for investors, game studios and adtech firms.
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Key Takeaways & Evidence Grounding
- Morgan Stanley published a 63-page research report saying generative AI could cut game development costs in half.
- Morgan Stanley estimates a $22 billion profit opportunity from AI-driven efficiencies in the gaming industry.
- The bank identified Sony, NetEase, Roblox and AppLovin as potential winners from AI advances in gaming.
- Morgan Stanley also named Tencent Holdings and Korea’s NCSoft (renamed NC Corp. in March) as AI winners in gaming.
- The article notes Sony ADRs were down about 12% over the past year.
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How Developers Are Using AI in Game Development
PocketGamer.biz surveys how game developers currently leverage AI across production, data analysis, and user acquisition, ahead of the AI Gamechangers Summit at Pocket Gamer Connects Nordics. Executives from MTG, NC/Veroplay, Fingersoft, Dodreams, Julicia Studio, and Mattel163 share concrete use cases: AI enables three games to be built instead of one (MTG), cuts creative costs by 20-30% (Veroplay), and improves data analysis and actionable insights (Dodreams). Mattel163 uses AI for pLTV modeling and ROAS prediction to optimize UA spend. Studios report cost reductions, faster workflows, and enhanced testing, while noting incremental gains in art and Unity development. Hypergryph's Arknights: Endfield uses almost no AI, starting before the hype. The article positions AI as a practical tool improving efficiency and creativity, not a replacement for talent.
ChinaJoy 2026 Signals Gaming's AI and Monetisation Shift
ChinaJoy 2026, themed "Level up with AI", highlighted AI's pervasiveness in game development and operations and signalled several industry shifts: Western publishers still under-index China, Vietnam and mini-games; direct-to-consumer (DTC) approaches are evolving from user-acquisition tactics into monetisation strategies; AI combined with new hardware (AI PCs, phones, glasses, companions) is emerging as a new computing frontier; publishers are prioritising brand and lifetime value (LTV) over cost-per-install (CPI); and smart TVs/CTV are becoming strategic platforms for gaming distribution, advertising and monetisation. The show emphasised shorter ad-tech supply chains and tighter integration of product, marketing, monetisation and AI.
AI Reshapes Software Landscape: 'Wartime' for Tech Investors
At Morgan Stanley's Tech, Media and Telecom conference, David Chen, head of global technology investment banking at Morgan Stanley, described the current software landscape as "wartime, not peacetime," arguing AI is reshuffling winners and losers in enterprise software. Investors are now asking whether AI benefits or threatens a company's core business rather than focusing on efficiency gains. Chen distinguished deterministic software (payroll, invoicing) that retains a moat from software that primarily organizes public data, which faces greater risk. He highlighted cybersecurity as a clear AI beneficiary and flagged next-generation semiconductors and systems addressing connectivity, compute, and energy bottlenecks. CNBC producer Jasmine Wu and Box CEO Aaron Levie were also cited; Levie suggested agents may become the primary customer base for surviving software.
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