Ethos scales expertise with voice-first onboarding after $22.75M raise
Ethos announced a $22.75 million round led by Andreessen Horowitz, marking a major vote of confidence in its vision to make human expertise easy to find and deploy. The company says its voice-driven onboarding flow is enabling exceptionally rapid growth — onboarding roughly 35,000 experts per week — and turning previously latent domain knowledge into usable signals for businesses and AI builders.
By swapping slow, form-heavy signup processes for conversational voice interactions, Ethos reduces friction and helps experts join the network faster and more naturally. That speed not only scales the pool of available experts but also captures richer, human-centered profiles — credentials, specialties, and conversational context — that improve downstream matching and engagement.
The immediate beneficiaries are product teams, consultants, and AI developers who need reliable, on-demand human expertise. With a much larger and more diverse expert base, Ethos can offer faster, higher-quality matches for advisory calls, research tasks, and human-in-the-loop model improvement. Investors backing Ethos signal confidence that frictionless onboarding is a fundamental lever for unlocking knowledge marketplaces at scale.
Looking ahead, the new funding should help Ethos enhance its matching algorithms, expand verification and quality controls, and take the voice-first model to more markets. The result: organizations gain faster access to specialized know-how, experts find simpler ways to monetize their skills, and AI systems benefit from richer human input — a clear win for the broader knowledge economy.