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Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.
Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 6:15 PM
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TL;DR
Seed (YC)Sureform - Multimodal human data for AGI High-quality multimodal human data starting with video for AGI and robotics.
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).
Hiring
1 hiring‑related row(s); role‑spam risk if mostly generic boards (Low).
Product / news
1 product/news‑styled row(s); headline risk without filings (High).
Verified facts
Spring 2025 batch; collects multimodal human data from real workplaces for robotics and world-model training.
Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.
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.
Source types found
Strongest / recent news-style rows
Wed, May 20, 06:15 PM · confidence 88%high quality
wikipedia · Mon, Jun 29, 04:08 AM · confidence 50%low quality
wikipedia · Mon, Jun 29, 04:08 AM · confidence 50%low quality
Newest first · 8 event(s)
Source: Careers page
Sureform collects high-quality multimodal human data, starting with video, to help build AI models that interact more naturally with the world.
Source: Homepage
Sureform collects high-quality multimodal human data, starting with video, to help build AI models that interact more naturally with the world.
Source: official_site
Sureform - Multimodal human data for AGI Talk to us Open main menu Backed by Real-World Data for Multimodal and Embodied AI We collect high-quality human data, across diverse interactions and environments, to help advance the next generation of multimodal and…
Source: official_site
Sureform - Multimodal human data for AGI Talk to us Open main menu Join Our Mission Help us transform the way businesses access coverage No Open Positions While we don't have any open positions at the moment, we're always interested in connecting wi…
Spring 2025 batch; collects multimodal human data from real workplaces for robotics and world-model training.
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.
Sureform collects high-quality multimodal human data, starting with video, to help build AI models that interact more naturally with the world.
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 ↗Sureform - Multimodal human data for AGI Talk to us Open main menu Backed by Real-World Data for Multimodal and Embodied AI We collect high-quality human data, across diverse interactions and environments, to help advance the next generation of multimodal and…
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 ↗Sureform - Multimodal human data for AGI Talk to us Open main menu Join Our Mission Help us transform the way businesses access coverage No Open Positions While we don't have any open positions at the moment, we're always interested in connecting wi…
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 ↗2 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
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 ↗1 row(s)
Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.
Spring 2025 batch; collects multimodal human data from real workplaces for robotics and world-model training.
Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.
Open source ↗1 row(s)
Open roles and careers pages. Active hiring implies runway to spend and shows where the company is investing (engineering vs GTM vs ops).
Sureform collects high-quality multimodal human data, starting with video, to help build AI models that interact more naturally with the world.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗1 row(s)
Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.
Type-safe and extensible validation library for TypeScript and JavaScript
Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.
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