Merchant KYB & Onboarding Agent

How the agent runs it

Merchant submits incorporation docs + bank statements. Agent extracts entity data, cross-references registries, calculates risk score, and produces KYB report with evidence trail.

Who this is for

This business suits fintech developers, compliance consultants, or agency owners with experience in KYB/AML workflows who want to productize their expertise. You should have familiarity with document processing, regulatory requirements, and API integration—prior work at a lending platform, identity verification company, or compliance team is ideal. This model lets you move from billable hours to scalable per-check or SaaS revenue while leveraging skills you likely already have.

Market opportunity

The fintech onboarding market is exploding as alternative lenders, embedded finance platforms, and neobanks scale; regulatory scrutiny around KYB/AML has intensified, forcing platforms to invest heavily in automation. The global KYC/KYB market is projected to grow 15–18% annually through 2027, with demand concentrated among mid-market fintechs that can't afford $50K+ compliance teams. Supply-side friction—manual document review, slow turnaround, high false-positive rates—creates a clear wedge for an intelligent, affordable automation layer.

Tech stack

Monetization

$5–20 per merchant check or $500–2K/mo platform fee for fintech lenders.

Key risks

• → FINTRAC/PCMLTFA compliance required
• → High liability — legal review essential

Getting started

1. 1
   Research compliance frameworks and current gaps

   Spend 1–2 weeks reviewing AML/KYB regulations (FinCEN, OCC guidance), existing tools (Socure, Trulioo, Onfido), and their pricing. Identify 3–5 specific pain points (e.g., slow turnaround, high cost per merchant, poor API support) that your solution will solve better and cheaper.
2. 2
   Build MVP with Claude + document extraction

   Create a proof-of-concept that accepts PDF uploads (articles of incorporation, bank statements), uses Claude to extract entity data and flag red flags, and outputs a basic risk score. This MVP should take 2–3 weeks and prove the core value proposition without needing a full UI.
3. 3
   Integrate identity and registry verification APIs

   Wire up Stripe Identity for document authenticity checks and connect to free/cheap business registry APIs (Secretary of State databases, OpenCorporates). This step adds credibility and reduces false positives, making your report defensible in compliance audits.
4. 4
   Test with 10–20 real merchants and iterate

   Reach out to 2–3 fintech lenders or neobank contacts and offer 5–10 free KYB checks in exchange for feedback on report accuracy, turnaround time, and usefulness. Use their input to refine extraction logic, risk scoring, and output format before going to market.
5. 5
   Launch with platform fee or per-check pricing

   Choose your go-to-market: either charge $500–2K/month to a single fintech platform (recurring, predictable) or $5–20 per check via API/web dashboard for multiple smaller customers. Start with one anchor customer and use their volume and feedback to refine and scale.

// done for you

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Merchant KYB & Onboarding Agent
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