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Fluidize

SeedFunding signal
fluidize.ai/B2BSan Francisco, CA, USA
Market index

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 Information may be incomplete or outdated — verify independently before making decisions.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.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 20, 2026, 6:08 PM

Insufficient evidenceEvidence-bound analyst verdict
  • •Funding: Raised $500K across 1 funding round. Latest: $500K Seed (Sep 2025). Investors: Y Combinator, CRV, Founder Collective, SV Angel, Neu Venture Capital.
  • •Named backers in indexed sources: Y Combinator, CRV, Founder Collective, SV Angel.

What would change this read

  • →Open roles appearing would signal burn capacity and growth intent.
  • →Product launches or public engineering activity would evidence execution.

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 Research may be incomplete, outdated, or incorrect.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)

Fluidize AI-powered simulation pipelines for engineering R&D.

Funding

Raised $500K across 1 funding round. Latest: $500K Seed (Sep 2025). Investors: Y Combinator, CRV, Founder Collective, SV Angel, Neu Venture Capital. (High).

Quick read

  • •Fluidize AI-powered simulation pipelines for engineering R&D.
  • •Sector narrative limited in indexed snippets; verify on primary sources (fluidize.ai).

Key signals

Funding

Raised $500K across 1 funding round. Latest: $500K Seed (Sep 2025). Investors: Y Combinator, CRV, Founder Collective, SV Angel, Neu Venture Capital. (High).

Product / news

Limited product/news coverage in corpus (Low).

Evidence summary

Verified facts

  • •Fluidize AI-powered simulation pipelines for engineering R&D.
  • •Sector narrative limited in indexed snippets; verify on primary sources (fluidize.ai).

Recent movers

  • •May 20, 2026 · ycombinator.com — Fluidize | Y Combinator
  • •May 20, 2026 · ycombinator.com — Fluidize | Y Combinator
  • •Y Combinator
  • •CRV
  • •Founder Collective
  • •SV Angel
  • •Neu Venture Capital

Suggested next steps

  • ▸Run a manual rescrape or add sources before forming a view — the current corpus is too thin.

Funding & hiring signals

funding_articleConfidence: low

Fluidize | Y Combinator

Summer 2025 batch; AI-powered simulation and experiment automation for scientists.

Affected score: noObserved: May 20, 2026

Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.

Open roles (indexed)

No open roles indexed yet.

Public index
82Activity 85/100Strong public activity signal
7D-4 (-4.7%)
30D+18 (+28.1%)
Needs Review

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 health

  • public_page:homeok
    Last checked Mon, Jun 29, 12:46 AM
  • public_market_enrichmentok
    Last checked Mon, May 11, 04:30 AM
  • public_page:_ok
    Last checked Mon, May 11, 04:30 AM

Signal timeline

6 dated public signals · newest on the right

Funding
Press
Company
Other
Dec 10, 2024Sep 30, 2025Jul 20, 2026
Funding (1)Press (1)Company (1)Other (3)

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows
6
Latest evidence
Mon, Jun 29, 12:46 AM

Source types found

company_sitefunding_articleofficial_siteotherpress

Strongest / recent news-style rows

  • Fluidize | Y Combinator

    Wed, May 20, 06:08 PM · confidence 88%high quality

  • Fluidize

    wikipedia · Mon, Jun 29, 12:46 AM · confidence 50%medium quality

  • Fluidized bed

    wikipedia · Mon, Jun 29, 12:46 AM · confidence 50%medium quality

Public signal timeline

Newest first · 6 event(s)

1
Mon, Jun 29, 12:46 AM · official_site · 75% · publichigh qualityFluidize

Source: official_site

Fluidize Join the Waitlist Join the Waitlist Join the Waitlist The AI Platform for Scientific Computing The AI Platform for The AI Platform for Scientific Computing Scientific Computing Scientific Computing Designed to transform modern-day science. Fluidize a…

Source ↗
2
Wed, May 20, 06:08 PM · company_site · 85% · verified_publichigh qualityFluidize

AI-powered simulation pipelines for engineering R&D.

Source ↗
3
Wed, May 20, 06:08 PM · funding_article · 88% · verified_publichigh qualityFluidize | Y Combinator

Summer 2025 batch; AI-powered simulation and experiment automation for scientists.

Source ↗
4
Mon, Jun 29, 12:46 AM · other · 50% · publicmedium qualityFluidize

Source: wikipedia

Source ↗
5
Mon, Jun 29, 12:46 AM · other · 50% · publicmedium qualityFluidized bed

Source: wikipedia

Source ↗
6
Wed, May 20, 06:08 PM · press · 85% · verified_publiclow qualityfluidize-python

Open-source Python library for modular simulation pipelines.

Source ↗

Official / company site

2 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.

official_site·Mon, Jun 29, 12:46 AM·Confidence 75%high qualitypublic
Fluidize

Fluidize Join the Waitlist Join the Waitlist Join the Waitlist The AI Platform for Scientific Computing The AI Platform for The AI Platform for Scientific Computing Scientific Computing Scientific Computing Designed to transform modern-day science. Fluidize a…

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 ↗
company_site·Wed, May 20, 06:08 PM·Confidence 85%high qualityverified_public
Fluidize

AI-powered simulation pipelines for engineering R&D.

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 ↗

News

2 row(s)

Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.

other·Mon, Jun 29, 12:46 AM·Confidence 50%medium qualitypublic
Fluidize

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗
other·Mon, Jun 29, 12:46 AM·Confidence 50%medium qualitypublic
Fluidized bed

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

Funding / news

1 row(s)

Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.

funding_article·Wed, May 20, 06:08 PM·Confidence 88%high qualityverified_public
Fluidize | Y Combinator

Summer 2025 batch; AI-powered simulation and experiment automation for scientists.

Why it matters: Funding signal — Seed per this source; verify against the linked original before relying on it.

Open source ↗

GitHub

1 row(s)

Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.

press·Wed, May 20, 06:08 PM·Confidence 85%low qualityverified_public
fluidize-python

Open-source Python library for modular simulation pipelines.

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

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