Collegevine Company Profile

Series C Boston, Massachusetts, United States 51-100 www.collegevine.com/ · Artificial Intelligence (AI) · Enterprise Software · Generative AI · Higher ...

Industry: Education

Segment: EdTech

Team size: 51-200

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

Collegevine

Series C Boston, Massachusetts, United States 51-100 www.collegevine.com/ · Artificial Intelligence (AI) · Enterprise Software · Generative AI · Higher ...
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AI-verified profile

Series C Boston, Massachusetts, United States 51-100 www.collegevine.com/ · Artificial Intelligence (AI) · Enterprise Software · Generative AI · Higher ...

Founded

2013

Employees

51-200

AI Classification

EducationEdTech

CollegeVine deploys FERPA-compliant AI agents for higher education institutions, automating operations across enrollment management, financial aid, student services, academic affairs, and campus administration. They serve universities and colleges with SOC2-certified AI infrastructure that integrates with existing campus systems.

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Collegevine is profiled by Kustiq, an AI company intelligence platform for B2B teams. Collegevine is one of 116 edtech companies in our Education directory. Similar profiles include Loom, Betterworks, Deliver software at any scale with the world’s fastest CI platform, and Appcues.

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