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Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 6:25 PM
DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.
TL;DR
Seed (YC)General Trajectory
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Mar 2025). Investors: Y Combinator. (High).
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Mar 2025). Investors: Y Combinator. (High).
Hiring
2 hiring‑related row(s); role‑spam risk if mostly generic boards (High).
Product / news
4 product/news‑styled row(s); headline risk without filings (High).
Verified facts
+1 more in Recent movement below
Winter 2025 batch; foundation models for humanoid dexterous manipulation.
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
Customers · Thu, Jul 2, 03:35 PM · confidence 70%high quality
Pricing · Thu, Jul 2, 03:35 PM · confidence 70%high quality
Press · Thu, Jul 2, 03:35 PM · confidence 70%high quality
Newest first · 12 event(s)
Source: Customers
AI for the physical world.
Source: Pricing
AI for the physical world.
Source: Press
AI for the physical world.
Source: News
AI for the physical world.
Source: Blog
AI for the physical world.
Source: Jobs page
AI for the physical world.
Source: Careers page
AI for the physical world.
Source: About page
AI for the physical world.
Source: Homepage
AI for the physical world.
Winter 2025 batch; foundation models for humanoid dexterous manipulation.
Source: About / company
AI for the physical world.
Humanoid grasping model with open-source teleop stack.
1 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.
AI for the physical 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 ↗7 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗AI for the physical world.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Humanoid grasping model with open-source teleop stack.
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.
Winter 2025 batch; foundation models for humanoid dexterous manipulation.
Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.
Open source ↗2 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).
AI for the physical world.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗AI for the physical world.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗1 row(s)
Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.
AI for the physical world.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
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