Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $480M seed at $4.48B valuation (Jan 2026). NVIDIA, Jeff Bezos, GV, Emerson Collective. Founded by ex-Anthropic, xAI, and Google researchers. AI amplifying human collaboration.
Humans& is a human-centric AI company founded by some of the most decorated AI researchers of the current generation: Andi Peng (led Claude 3.5 and 4.5 at Anthropic), Eric Zelikman and Yuchen He (from Grok development at xAI), and Georges Harik (Google's 7th employee). The company raised $480 million in seed financing in January 2026 at a $4.48 billion valuation, backed by NVIDIA, Jeff Bezos, GV (Google Ventures), and Emerson Collective.
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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