Side-by-side comparison of AI visibility scores, market position, and capabilities
US YC W20 open-source CBRS private LTE network anyone can deploy at $1.1M revenue 2024; first decentralized cellular network for enterprises/ISPs/individuals competing with Celona for private cellular infrastructure in factories, campuses, and underserved areas.
Ukama is a United States-based decentralized open-source cellular network platform — backed by Y Combinator (W20) — providing enterprises, ISPs, and individuals with the hardware and software to deploy and control their own private LTE-based cellular networks using CBRS (Citizens Broadband Radio Service) spectrum and other bands, generating $1.1 million in annual revenue in 2024 with a 7-person team. Founded in 2020, Ukama positions as the first cellular network that anyone can independently deploy and manage — offering free data within self-deployed coverage areas and global roaming capabilities outside them, enabling use cases from private industrial IoT networks and campus cellular coverage to community-owned internet infrastructure in underserved areas.
OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.
OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.
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