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Learningcommons Company Profile

URL: https://learningcommons.emmanuel.edu/library; Print Page. Login to LibApps · Site Search | Accessibility | Web site feedback: zydlewsd@emmanuel.edu

Industry: Education

Segment: Institution

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

Learningcommons

URL: https://learningcommons.emmanuel.edu/library; Print Page. Login to LibApps · Site Search | Accessibility | Web site feedback: zydlewsd@emmanuel.edu
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AI-verified profile

URL: https://learningcommons.emmanuel.edu/library; Print Page. Login to LibApps · Site Search | Accessibility | Web site feedback: zydlewsd@emmanuel.edu

Pricing

Public pricing page

AI Classification

EducationInstitution

Cardinal Cushing Library is the academic library and learning commons of Emmanuel College, a private liberal arts college in Boston, MA, providing students with research assistance, information literacy instruction, and access to 250,000+ print and digital resources across 60+ subscription databases. The library operates as an internal support service and partners with nine Boston-area colleges through the Fenway Library Organization.

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Learningcommons is profiled by Kustiq, an AI company intelligence platform for B2B teams. Learningcommons is one of 91 institution companies in our Education directory.

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