Qognitive

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.

Qognitive is profiled on the APIs.io network. Tagged areas include Company, Ai, Machine Learning, Quantum, and Data Science.

Qognitive’s developer surface includes documentation, API reference, getting-started guide, engineering blog, and 5 more developer resources.

🌐 Visit website 📡 Source on GitHub

15.5/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

CompanyAiMachine LearningQuantumData SciencePython SDKAnalyticsFinancial Services

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 15.5/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 8.7 / 20

Commercial Clarity 0.0 / 20

Operational Transparency 0.0 / 13

Governance 0.0 / 12

Discoverability 6.8 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 15

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

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Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Build 2

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 2

The organization behind the API

Blog

Blog

Website

Website

Source (apis.yml)

aid: qognitive
name: Qognitive
description: 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.
url: https://raw.githubusercontent.com/api-evangelist/qognitive/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- ribbit-capital
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://www.qognitive.io/
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Ai
- Machine Learning
- Quantum
- Data Science
- Python SDK
- Analytics
- Financial Services
apis: []
common:
- type: DomainSecurity
  url: security/qognitive-domain-security.yml
- type: Packages
  url: packages/qognitive-packages.yml
- type: SDKs
  url: packages/qognitive-packages.yml
- type: DeveloperPortal
  url: https://www.qognitive.io/technology/
- type: Documentation
  url: https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/
- type: APIReference
  url: https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/api/qcml_sklearn_api.html
- type: GettingStarted
  url: https://qognitive-qcog-core.readthedocs-hosted.com/en/latest/
- type: Blog
  url: https://www.qognitive.io/blog/
- type: Website
  url: https://www.qognitive.io/
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 2
  pass: local-v1