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Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 6:11 PM
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TL;DR
Seed (YC)Osmosis Reinforcement fine-tuning for AI agents.
Raised $6.3M across 1 funding round. Latest: $6.3M Seed (Oct 2025). Investors: CRV, Audacious Ventures, Paul Graham, Guillermo Rauch. (High).
Funding
Raised $6.3M across 1 funding round. Latest: $6.3M Seed (Oct 2025). Investors: CRV, Audacious Ventures, Paul Graham, Guillermo Rauch. (High).
Product / news
2 product/news‑styled row(s); headline risk without filings (High).
Verified facts
+1 more in Recent movement below
Providing supplemental educational videos for healthcare online nets Osmosis $4 million https://techcrunch.com/2019/06/11/providing-supplemental-educational-videos-online-nets-osmosis-4-million/
$6.3M seed co-led by CRV and Audacious Ventures; reinforcement learning platform for production AI agents.
W25; real-time learning for deployed agents.
No open roles indexed yet.
The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.
Osmosis:reddit_credentials_not_configured
discovery:google:google_cse_quota_exhausted
Source types found
Strongest / recent news-style rows
About page · Thu, Jul 2, 04:11 PM · confidence 90%high quality
techcrunch · Mon, Jun 29, 01:54 PM · confidence 78%high quality
Wed, May 20, 06:11 PM · confidence 88%high quality
Newest first · 18 event(s)
Source: Blog
Read the latest from the Osmosis team—reinforcement learning research, tool-use with MCP, small-model fine-tuning, case studies, and product releases to help you build better agentic AI.
Source: About page
Meet Osmosis, the forward-deployed reinforcement fine-tuning platform helping teams train AI agents that learn from experience. Backed by leading investors.
Source: hackernews
Source: hackernews
Source: techcrunch
Providing supplemental educational videos for healthcare online nets Osmosis $4 million https://techcrunch.com/2019/06/11/providing-supplemental-educational-videos-online-nets-osmosis-4-million/
Source: official_site
Osmosis | Forward Deployed Reinforcement Learning Platform Home Home Platform Platform About Us About Us Blog Blog Book a Demo Book a Demo Announcement: Osmosis Update Forward Deployed Reinforcement Learning Osmosis helps companies create task-specific models…
Source: official_site
Osmosis Blog | News, Releases & RL Insights for Agentic AI Home Home Platform Platform About Us About Us Blog Blog Book a Demo Book a Demo Latest News and Insights All Posts Announcements Case Studies Insights News Thank you! Your submission has been rece…
$6.3M seed co-led by CRV and Audacious Ventures; reinforcement learning platform for production AI agents.
Lead investors CRV and Audacious; angel backers listed.
W25; real-time learning for deployed agents.
Source: npm_registry
Typescript Protobuf Messages for Osmosis
Source: npm_registry
Typescript Protobuf Messages for Osmosis
Source: npm_registry
dataform-osmosis is a CLI tool for refactoring and managing Dataform SQLX files.
Source: npm_registry
osmosis
Source: npm_registry
Chain Registry info for Osmosis
3 row(s)
The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.
Osmosis | Forward Deployed Reinforcement Learning Platform Home Home Platform Platform About Us About Us Blog Blog Book a Demo Book a Demo Announcement: Osmosis Update Forward Deployed Reinforcement Learning Osmosis helps companies create task-specific models…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Osmosis Blog | News, Releases & RL Insights for Agentic AI Home Home Platform Platform About Us About Us Blog Blog Book a Demo Book a Demo Latest News and Insights All Posts Announcements Case Studies Insights News Thank you! Your submission has been rece…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Reinforcement fine-tuning for AI agents.
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗4 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
Meet Osmosis, the forward-deployed reinforcement fine-tuning platform helping teams train AI agents that learn from experience. Backed by leading investors.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Lead investors CRV and Audacious; angel backers listed.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗3 row(s)
Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.
Providing supplemental educational videos for healthcare online nets Osmosis $4 million https://techcrunch.com/2019/06/11/providing-supplemental-educational-videos-online-nets-osmosis-4-million/
Why it matters: Funding signal — capitalization evidence; check the linked source for round, amount, and investors.
Open source ↗$6.3M seed co-led by CRV and Audacious Ventures; reinforcement learning platform for production AI agents.
Why it matters: Funding signal — Seed per this source; verify against the linked original before relying on it.
Open source ↗W25; real-time learning for deployed agents.
Why it matters: Funding signal — capitalization evidence; check the linked source for round, amount, and investors.
Open source ↗5 row(s)
Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.
Typescript Protobuf Messages for Osmosis
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗Typescript Protobuf Messages for Osmosis
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗dataform-osmosis is a CLI tool for refactoring and managing Dataform SQLX files.
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗osmosis
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗Chain Registry info for Osmosis
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
Open source ↗2 row(s)
Social presence and mentions. A soft signal — useful for gauging attention and launch reception, not a substitute for verified traction.
Why it matters: Attention signal — social mention or presence; soft signal of market interest.
Open source ↗Why it matters: Attention signal — social mention or presence; soft signal of market interest.
Open source ↗1 row(s)
Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.
Read the latest from the Osmosis team—reinforcement learning research, tool-use with MCP, small-model fine-tuning, case studies, and product releases to help you build better agentic AI.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
Open source ↗Sign in as an active team member to view private notes, watchlist controls, transcript evidence, and interaction history.