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Enterprise Workloads

5 articles from Software & Technology practitioners

Chinese AI models now handle nearly a third of enterprise tokens at one-tenth the cost of US rivals

Chinese AI models now handle nearly a third of enterprise tokens at one-tenth the cost of US rivals

Open-weight models from DeepSeek, Z.ai, and ByteDance are capturing production workloads fast, and the price gap is driving the shift.

MarketScale Newsroom·Jul 27, 2026
Spectro Cloud closes $100 million Series D to push AI infrastructure into enterprise production

Spectro Cloud closes $100 million Series D to push AI infrastructure into enterprise production

Spectro Cloud has raised $100M in Series D funding to scale its Palette AI platform for enterprise AI workload management across cloud, edge, and government.

MarketScale Newsroom·Jul 26, 2026
Chinese open-weight AI models are capturing enterprise workloads, and U.S. compliance teams need a plan

Chinese open-weight AI models are capturing enterprise workloads, and U.S. compliance teams need a plan

Chinese AI models now process 29% of tokens on Vercel's production gateway at a fraction of the cost, even as House committees investigate adoption risks.

MarketScale Newsroom·Jul 22, 2026
SpaceX Is in Talks to Supply the Pentagon With Billions in AI Computing Capacity. Here Is What It Means for the Enterprise Market.

SpaceX Is in Talks to Supply the Pentagon With Billions in AI Computing Capacity. Here Is What It Means for the Enterprise Market.

SpaceX is in talks with the U.S. Department of Defense to supply data center capacity worth billions of dollars for Pentagon AI workloads, the Wall Street Journal reported today. SpaceX already has computing deals with Google, Anthropic, and Reflection AI. Here is what a Pentagon agreement would mean for the AI infrastructure market and enterprise buyers.

MarketScale Newsroom·Jul 17, 2026
AI Accelerators Enhance Computational Might Across Industries; Innovation and Open Standards Key for Adoption

AI Accelerators Enhance Computational Might Across Industries; Innovation and Open Standards Key for Adoption

The realm of artificial intelligence is rapidly advancing, underscored by the development and deployment of AI accelerators from top players. These accelerators are at the forefront of a technology revolution, offering unprecedented computational power to handle complex AI workloads. As businesses across sectors increasingly rely on AI for operational efficiency and innovation, the importance…

Daniel Litwin·May 4, 2024
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