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Swfinstitute Company Profile

www.swfinstitute.org. Incorporated in 2008, it was founded by Michael Maduell and shortly he brought in Carl Linaburg, who then left the organization in 2017.

Industry: DataAI

Segment: Data Services

Team size: 51-200

Location: Las Vegas, NV United States

Funding: Growth

Competitors: globalswf.com, gsequity.com

Generated by Kustiq, an AI company intelligence platform for B2B teams. Multi-stage pipeline: AI classification + live web scraping + SMTP-verified contacts + 12-factor rule-based churn engine.

Company profile

Swfinstitute

www.swfinstitute.org. Incorporated in 2008, it was founded by Michael Maduell and shortly he brought in Carl Linaburg, who then left the organization in 2017.
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AI-verified profile

www.swfinstitute.org. Incorporated in 2008, it was founded by Michael Maduell and shortly he brought in Carl Linaburg, who then left the organization in 2017.

Employees

51-200

Location

Las Vegas, NV United States

Funding

Growth ($1B)

AI Classification

DataAIData Services

SWFI is an American financial data vendor founded in 2008 that tracks and analyzes sovereign wealth funds, pension funds, family offices, and other public institutional investors globally. It monetizes this coverage by selling research subscriptions, API/datafeed services, consulting, and events to asset managers, banks, governments, universities, and law firms.

Deep Intelligence

Account Scoring

Yellow Churn Risk

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Social Links

Linkedin

Competitors

globalswf.comgsequity.com

Swfinstitute is profiled by Kustiq, an AI company intelligence platform for B2B teams. Swfinstitute is one of 49 data services companies in our Data & AI directory. Similar profiles include Loom, Betterworks, Acunetix, and The AI-Native SecOps Platform.

How Kustiq built this profile

Hybrid pipeline: deterministic verification + Claude reasoning

  • Live web rendering via Browserless headless Chrome, not a stale cached scrape.
  • Search intelligence via Serper API across {company site, LinkedIn, press, GitHub}.
  • Claude Sonnet 4.6 classifies vertical, segment, and growth signals; never used for facts.
  • 12-factor churn engine produces a deterministic risk score with zero LLM calls at scoring time.
  • SMTP RCPT TO handshake verifies every contact at delivery time on full profiles (paid plan).

Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.

Part of 3,020 AI-profiled B2B companies. Browse the full directory