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Withorb Company Profile

obfuscation. Private Series B San Francisco, California, United States 11-50 www.withorb.com · Artificial Intelligence (AI) · Billing · Software. Funding Rounds.

Industry: FinServ

Segment: FinTech

Team size: 51-200

Funding: Series B

Competitors: Orb, Stripe Billing, Chargebee, Zuora vs. Orb

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

Withorb

obfuscation. Private Series B San Francisco, California, United States 11-50 www.withorb.com · Artificial Intelligence (AI) · Billing · Software. Funding Rounds.
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Withorb logo

AI-verified profile

obfuscation. Private Series B San Francisco, California, United States 11-50 www.withorb.com · Artificial Intelligence (AI) · Billing · Software. Funding Rounds.

Employees

51-200

Funding

Series B ($25M)

AI Classification

FinServFinTech

Orb is a usage-based billing and revenue design platform that automates metering, invoicing, pricing iteration, and finance workflows (AR, revrec, dunning) for modern SaaS and AI companies. It serves engineering, finance, and product teams at companies like Vercel, Supabase, Pinecone, Replit, and LaunchDarkly.

Deep Intelligence

Account Scoring

Red Churn Risk

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Social Links

Linkedin

Competitors

Stripe BillingChargebeeZuora vs. Orb

Withorb is profiled by Kustiq, an AI company intelligence platform for B2B teams. Withorb is one of 79 fintech companies in our Financial Services directory. Similar profiles include Appcues, Freshpaint, Attio, and Comet.

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