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.
Mux is the video API platform powering Vimeo, Robinhood, CBS, and TED with streaming infrastructure and analytics, generating $46M revenue in 2024 and valued at $1B+.
Mux is a video infrastructure company that provides APIs for developers to build streaming video experiences without managing the complex encoding, delivery, and analytics infrastructure that professional video requires. Founded in 2015 by Jon Dahl, Steve Heffernan, Matthew McClure, and Adam Brown—the team behind video.js, the most popular open-source HTML5 video player—Mux brought deep video expertise to the API-first approach that companies like Twilio and Stripe had proven for communications and payments.
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