# Quantifind

**Canonical:** https://apis.io/providers/quantifind/  
**Website:** https://www.quantifind.com/  
**APIs profiled:** 0

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.

## Kin Score — 9.8 / 100 (minimal)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 9.8).

| Facet | Score |
|---|---|
| Discoverability | 50.0 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 7.1 |
| Commercial Clarity | 17.1 |
| Access Clarity | 17.1 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Quantifind Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

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

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/quantifind/). Scores are computed from the provider's own public artifacts under a published rubric.