Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $21M seed (Jun 2025) led by Energy Impact Partners. Founded by Cisco, AWS, and Gigamon veterans holding 84 patents. Multi-domain AI SRE spanning cloud, network, and application layers.
Ciroos AI is an agentic SRE platform that spans cloud, network, and application domains simultaneously — claiming to be the industry's first multi-domain AI SRE teammate rather than an application-tier-only incident responder. The company raised $21 million in seed financing in June 2025 led by Energy Impact Partners. The founding team brings 84 patents across AI, observability, and networking from careers at Cisco, AWS, and Gigamon.
SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.
SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.
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