# The Early Scale: AI chips push liquid cooling in data centers By MarketScale Newsroom · Published 2026-11-03 · Business Services on MarketScale Canonical: https://www.marketscale.com/industries/business-services/the-early-scale-2026-11-03 Creator hub: The Early Scale > AI chips demand advanced cooling; retail stores earn 5% of media revenue; rail traffic rise signals tighter equipment. ## Key points - AI chips approaching 4,000 watts make liquid cooling essential for data center heat management and efficiency. - Retail stores generate only 5% of retail media revenue despite driving most sales, revealing a gap between linking in-store screens and e-commerce or POS data. - Rail traffic has increased 8.5% with new orders outpacing deliveries, signaling tighter market conditions and potential shipping delays. ## The lead Businesses worldwide are accelerating their AI and data integration practices, making technology infrastructure a pivotal factor in operational success. As AI chips hit unprecedented power consumption levels, data centers are evolving towards liquid cooling systems. Meanwhile, diverse sectors from retail to rail transport are experiencing significant market shifts, demonstrating how technology and strategic expansions are reshaping industry landscapes. ![media:6ae9aac07bfae025c211344f]() ## The Big Three ### AI chips push liquid cooling in data centers As AI chips approach 4,000 watts, liquid cooling is becoming essential for data centers, according to Power Technology. This move from air to liquid cooling is vital to handle the surging demand and manage heat efficiently. The liquid cooling market may hit $7 billion by 2029. **The B2B angle:** Examine your data center cooling methods to ensure they can accommodate high-power AI workloads. ### Retail stores earn just 5% of media revenue Despite driving most sales, retail stores generate only 5% of retail media revenue, reports FingoWeb. The challenge lies in tying in-store screens to e-commerce data. Improving activation and measurement across these channels could unlock more value. **The B2B angle:** Enhance your store's digital infrastructure to boost media revenue by linking screens with e-commerce and POS data. ### Rail traffic up 8.5% with shifted equipment cycle Rail traffic has increased by 8.5% recently, with new railcar orders outpacing deliveries, according to Railway Age. This shift suggests tighter market conditions ahead, highlighting a turning equipment cycle. **The B2B angle:** Plan for potential delays in shipping due to growing rail traffic and equipment shortages. ## Also worth knowing The NFL game in Madrid will feature both teams using Sports Illustrated Tickets as their ticketing service, with Ticketmaster serving as the overall ticketing sponsor. BlackHawk Industrial consolidates four Tulsa-area sites into a 72,000-square-foot hub to streamline MRO deliveries. Bon Secours Mercy Health's acquisition of Surgery Partners for $5.7 billion indicates a strategic expansion into outpatient surgery across 30 states. Block Field ## Smart plays for the week **Assess your data center's ability to integrate liquid cooling systems.** AI chips' increasing power demands necessitate efficient heat management solutions. **Link your physical store's digital signage to your e-commerce and POS systems.** Doing so could boost your share of retail media revenue, which currently stands at a low 5% for stores. **Monitor rail equipment availability to preempt shipping delays.** The 8.5% increase in rail traffic hints at upcoming transport bottlenecks. ## Something to think about ![media:6ae9aad57bfae025c21134be]() > Technology is best when it brings people together., Matt Mullenweg, CEO of Automattic With today's stories highlighting AI and technological integration, this quote reminds us of the ultimate goal of tech advancements. ## Teach me something: Liquid Cooling Liquid cooling involves circulating coolant around devices, absorbing heat and dissipating it efficiently. Unlike traditional air cooling, which uses fans, liquid cooling is more effective for high-powered equipment like the latest AI chips. It's crucial in data centers, where managing heat affects performance and energy use. As AI demands climb, liquid cooling methods become essential for maintaining operational efficiency. ## Sources - [Power Technology: IEA: Key Questions on Energy and AI (April 2026)](https://www.power-technology.com/newsletters/iea-warns-ai-could-double-data-centre-power-use-by-2030) (Power Technology) - [Dell'Oro Group: Data Center Liquid Cooling Market to Approach $7 Billion by 2029](https://www.delloro.com/news/data-center-liquid-cooling-market-to-approach-7-billion-by-2029-as-ai-deployments-accelerate/) (Dell'Oro Group) - [FingoWeb: In-store retail media: screens linked to e-commerce and POS](https://www.fingoweb.com/blog/in-store-retail-media-screens-connected-to-e-commerce-stock-and-pos/) (FingoWeb) - [Railway Age: AAR: U.S. Rail Traffic Rises 8.5% in Week Ending Oct. 17](https://www.railwayage.com/freight/class-i/aar-u-s-rail-traffic-rises-8-5-in-week-ending-oct-17/?RAchannel=freight) (Railway Age) - [STAT: Nonprofit Bon Secours Mercy Health strikes $5.7 billion deal for surgery center chain](https://www.statnews.com/2026/10/26/bon-secours-mercy-health-surgery-partners-deal-ambulatory-surgery-centers-bain-capital/) (STAT) - [The Journal Record: BlackHawk Industrial combines four Tulsa-area sites into one hub](https://journalrecord.com/2026/10/30/blackhawk-industrial-tulsa-distribution-center/) (The Journal Record) - [Sports Business Journal: Morning Buzz: Sports Illustrated Tickets, Bengals collab ...](https://www.sportsbusinessjournal.com/Daily/Morning-Buzz/2026/11/02/) (Sports Business Journal) Tags: The Early Scale, B2B News, Morning Brief, MarketScale, Data Centers, Retail, Transportation, AI, Media, Rail --- Source: MarketScale, https://www.marketscale.com/industries/business-services/the-early-scale-2026-11-03. 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