Side-by-side comparison of AI visibility scores, market position, and capabilities
Exabyte-scale file and object data storage platform for hybrid cloud; launched Cloud Data Fabric in Feb 2025, expanded to Google Cloud in Dec 2025, and added Helios AI Agent for autonomous storage management.
Qumulo is a Seattle-based data storage company founded in 2012 that specializes in enterprise file and object data management at exabyte scale across on-premises, edge, and multi-cloud environments. The company's platform allows organizations to consolidate and manage massive amounts of unstructured data — including media files, genomics data, scientific research datasets, and AI training corpora — through a unified, software-defined storage system that operates consistently whether deployed on commodity hardware, AWS, Azure, or Google Cloud. Qumulo is used by more than 1,000 enterprise clients across media and entertainment, life sciences, financial services, and public sector organizations.
NYSE-listed (NOW) enterprise workflow platform at $10.98B revenue serving 85% of Fortune 500; ITSM and AI automation competing with Atlassian and Microsoft for enterprise service management consolidation.
ServiceNow is a Santa Clara, California-based enterprise cloud platform — listed on NYSE (NYSE: NOW) — providing IT service management (ITSM), IT operations management (ITOM), customer service management, HR service delivery, security operations, and business process automation across enterprise departments through a unified platform that enables organizations to digitalize and automate workflows at scale. Founded in 2004 by Fred Luddy and generating $10.98 billion in subscription revenue in fiscal year 2024 with 8,100+ enterprise customers including 85% of the Fortune 500 (Apple, Amazon, Nike, Goldman Sachs), ServiceNow is the fastest enterprise software company to reach $10 billion in revenue.
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