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QumulusAI - Breaking AI’s Biggest Barriers

QumulusAI is a fully integrated AI infrastructure solution, encompassing the entire stack—from high-performance computing clouds to both on- and off-grid data centers powered by natural gas generation. Our scalable, energy-efficient solutions eliminate computational bottlenecks in AI development, ensuring enterprises and innovators have the compute resources they need, when they need them. With QumulusAI, development teams train models faster, deploy smarter, and push the limits of AI innovation.

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Software & Technology

AI Enables Faster Business Decisions, Giving Startups an Edge Over Traditional Companies

MarketScale
February 18, 2026
advanced AI tools
AI capabilities
Amberd
Mazda Marvasti
+more

 

Speed in business decisions is becoming a defining competitive factor. Artificial intelligence tools now allow smaller teams to analyze information and act faster than traditional organizations. Established companies face increasing pressure as decision cycles shorten across industries.

Mazda Marvasti, CEO of Amberd, says new entrants are already using AI to accelerate business decisions. He explains that startups can move faster by embedding AI into their core workflows. Marvasti warns that traditional organizations must modernize their operations to remain competitive. He says companies that fail to improve speed and efficiency risk losing ground to agile competitors.

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