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.

Quantifind is profiled on the APIs.io network. Tagged areas include Company, Financial Crime, AML, KYC, and Compliance.

Quantifind’s developer surface includes engineering blog, support, and 6 more developer resources.

🌐 Visit website 📡 Source on GitHub

9.8/100 minimal ▬ flat Agent 0/100 human only saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

0 APIs

Company Financial Crime AML KYC Compliance Risk Intelligence Sanctions Screening Adverse Media Entity Resolution Machine-Learning

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 9.8/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 1.4 / 20

Access Clarity 3.4 / 20

Operational Transparency 0.0 / 13

Contract Governance 0.0 / 12

Discoverability 5.0 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Quantifind Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 4

The organization behind the API

Website

Blog

BlogRSS

About

Source (apis.yml)

aid: quantifind
name: Quantifind
description: 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.
url: https://raw.githubusercontent.com/api-evangelist/quantifind/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- a16z
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 1
  pass: local-v1
image: https://www.quantifind.com/wp-content/uploads/2024/06/new-embed-preview.jpeg
tags:
- Company
- Financial Crime
- AML
- KYC
- Compliance
- Risk Intelligence
- Sanctions Screening
- Adverse Media
- Entity Resolution
- Machine-Learning
tags_raw:
- Company
- Financial Crime
- AML
- KYC
- Compliance
- Risk Intelligence
- Sanctions Screening
- Adverse Media
- Entity Resolution
- Machine Learning
apis: []
common:
- type: DomainSecurity
  url: security/quantifind-domain-security.yml
- type: Website
  url: https://www.quantifind.com/
- type: Blog
  url: https://www.quantifind.com/resource-type/blog/
- type: BlogRSS
  url: https://www.quantifind.com/feed/
- type: Login
  url: https://signum.quantifind.com/
- type: Support
  url: https://www.quantifind.com/contact/
- type: PrivacyPolicy
  url: https://www.quantifind.com/privacy-policy/
- type: About
  url: https://www.quantifind.com/about/
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io

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