Subtext Blog

Insights on merchant risk, compliance, and building trust in payments.

Industry

Why registry data alone can't tell you if a merchant is legitimate

Government registries confirm that a business exists. They don't confirm what it does, whether it's actively operating, or whether its web presence matches its registration. For compliance teams, that gap is where risk lives.

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Sarah Chen

Head, Product

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Drew Donald

Head, Compliance

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Compliance

The real cost of slow merchant onboarding (and how to measure it)

Every day a legitimate merchant spends in your review queue is a day they're considering your competitor. Here's how to calculate the revenue impact of onboarding delays — and where automation makes the biggest difference.

Daniel Okafor
Daniel Okafor
Product

Introducing Compliance Reports: from risk detection to audit-ready documentation

Detecting merchant risk is one problem. Documenting it for regulators and card networks is another. Compliance Reports bridge that gap — packaging every finding from screening, monitoring, and investigation into formatted, timestamped reports.

Wade WarrenEsther Howard
Wade Warren, Esther Howard
Industry

KYB in 2026: what's changed and what payment providers should do about it

Merchant verification used to mean checking registry data and calling it done. New card network rules, evolving fraud patterns, and AI-powered tools have changed what 'sufficient' due diligence looks like. Here's what's shifted.

Brooklyn Simmons
Brooklyn Simmons
Engineering

Designing an API that returns a risk decision in 30 seconds

Under the hood of Subtext's screening engine: how we analyze 2,000+ web sources, run sentiment analysis, and deliver a structured report in a single API call — and the tradeoffs we made to hit a 30-second SLA.

James LiuAlbert Flores
James Liu, Albert Flores
Compliance

Transaction laundering is getting harder to detect. Here's what compliance teams are missing.

The most sophisticated laundering schemes don't look like fraud at first glance — they look like normal businesses with real websites and real customers. The signals are in the details that manual review consistently overlooks.

Daniel Okafor
Daniel Okafor