Quantifind
Quantifind is a financial crimes automation company founded in 2009 by physicists Ari Tuchman and John Stockton to extract meaningful risk signals from large, unstructured datasets. Its flagship SaaS platform, Graphyte, applies machine learning, natural language processing, and entity resolution to anti-money laundering (AML) and know-your-customer (KYC) compliance. Graphyte spans watchlist and sanctions screening, adverse media screening, enhanced due diligence, credit risk, and investigations, and is delivered through GraphyteSearch (an investigation application), GraphyteQueue (an AI-native case manager), GraphyteAPI (a synchronous REST risk-assessment API), and GraphyteBatch (batch screening). Quantifind serves Tier 1 and regional banks, digital banks, Fortune 50 companies, and federal and defense agencies, and integrates with case-management systems such as Oracle FCCM. Backed by a16z.
Index entry only — little beyond a description and a link, and nothing machine-readable enough for an agent to act on without a human reading the site first.
API Evangelist profiles Quantifind the way a machine reads it — 1 machine-readable artifact, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Quantifind scores 12.8/100 (minimal), with a separate agent-readiness read of 0/100 (human only). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Quantifind
Each block below is one kind of artifact we hold for Quantifind. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
Security Posture 1
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Quantifind — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 1
Portal, sign-up, and the first successful call
Access & Security 1
Authentication, authorization, and security posture
Operate 1
Status, limits, changes, and where to get help
Commercial 1
Pricing, plans, and the legal terms of use
Company 4
The organization behind the API
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