Quantifind
Quantifind is a risk intelligence SaaS for AML, KYC and investigations.
Analyst Perspective
Quantifind Inc. is a private B2B SaaS provider of risk intelligence software for financial-crime detection, AML and KYC automation, and investigations. Its core product, Graphyte, combines external data ingestion, AI-driven entity resolution, graph analytics, screening workflows, case management and reporting in a unified platform delivered through web applications and APIs. The company serves regulated financial institutions, fintech firms, and public-sector intelligence and compliance teams. Quantifind generates revenue through enterprise software subscriptions, API-based usage, and associated implementation and support services. Its value proposition is operational: it reduces investigation effort, improves screening accuracy, and centralises compliance workflows for customers handling sanctions, counterparty risk, AML and investigative use cases. The company remains privately held and raised a $200 million growth investment in June 2026 to expand its AI-native risk intelligence and governed agentic middleware capabilities.
Analyst Signal Briefing
Updated: 29 Jul 2026No strategic news signals detected in the last 90 days.
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Key insights about Quantifind
Category Differentiation
Quantifind is not a consumer fintech app or a general-purpose data broker. It is enterprise risk intelligence software focused on AML, KYC, investigations and compliance operations.
Quantifind: About
Quantifind operates a B2B enterprise software model centred on a proprietary cloud platform for risk intelligence and financial-crime operations. It ingests and structures external data, applies AI-driven entity resolution and risk scoring, and embeds those outputs into operational workflows such as screening, investigations, case management and reporting. Customers adopt the platform as core compliance infrastructure, which creates recurring revenue, integration depth and workflow stickiness. The business creates value by reducing false positives, accelerating investigator productivity, and improving risk detection across regulated use cases.
How Quantifind Works & Monetises
Business model analysis and core revenue streams
Quantifind monetises Graphyte through enterprise SaaS licensing combined with API-based usage pricing. Customers pay recurring subscription fees for platform access, with additional commercial value tied to screening volume, data usage, API calls, integrations, support and enterprise deployment scope. The revenue model is anchored in multi-stakeholder enterprise agreements with financial institutions and government organisations.
Revenue Channels
Products & Services in Categories
Verified structural categorizations from the graph
Technology
Quantifind: Frequently Asked Questions
What is Quantifind?
Quantifind is a private B2B SaaS company that provides AI-driven risk intelligence software for AML, KYC, counterparty risk and investigations.
Who uses Quantifind?
Banks, regional financial institutions, fintech companies, and public-sector intelligence and compliance teams use Quantifind.
How does Quantifind make money?
Quantifind makes money through enterprise software subscriptions, API usage fees, and related implementation and support services.
Company Facts
- Founded
- 2009
- Headquarters
- United States
- Core Segment
- B2B SaaS Provider
- Company Size
- 50–200
- Official Link
- quantifind.com