# Qognitive

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

Qognitive, Inc. is an AI company that develops QCML (Quantum Cognition Machine Learning), an analytical AI architecture positioned as an alternative to classical statistical modeling. Its product, Hone, targets high-dimensional, multi-modal, and noisy structured data — claiming near-linear scaling with feature count and accuracy improvements over industry-standard models, with peer-reviewed backing in Nature Scientific Reports and Risk.net. Hone is distributed as first-party Python packages (hone-io community edition and hone-io-enterprise) exposing scikit-learn-compatible regression and classification wrappers. The company was surfaced as a Ribbit Capital portfolio company. There is no public REST/HTTP API surface; integration is via the Python SDK.

## Kin Score — 14.5 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 14.5).

| Facet | Score |
|---|---|
| Discoverability | 50.0 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 47.6 |
| Commercial Clarity | 0.0 |
| Access Clarity | 0.0 |

## 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)

- **Qognitive Domain Security** — TLSv1.3 · DMARC

## Tags

Company, Artificial Intelligence, Machine-Learning, Quantum, Data Science, Python SDK, Analytics, Financial-Services

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