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Make It Work Company Profile

Los Angeles based design thinking creative workshops for professional development. Hands-on activities for team building and communication.

Industry: Education

Segment: Corporate Training

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

Make It Work

Los Angeles based design thinking creative workshops for professional development. Hands-on activities for team building and communication.
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AI-verified profile

Los Angeles based design thinking creative workshops for professional development. Hands-on activities for team building and communication.

Pricing

Public pricing page

AI Classification

EducationCorporate Training

Make It Work is a Los Angeles-based boutique creative workshop business founded by Alyson Jon Toone, a surface designer who offers STEAM-based design thinking workshops for professional development and team building. The company sells one-time digital workshop access and downloadable craft patterns (primarily embroidery) directly to consumers, with a stated mission of teaching practical life skills through a feminist and BIPOC lens.

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Social Links

Instagram

Make It Work is profiled by Kustiq, an AI company intelligence platform for B2B teams. Make It Work is one of 19 corporate training 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