Oraliva

OraLiva, Inc. is a dental diagnostics company developing an AI-powered oral cancer and dysplasia detection system for use during routine dental visits. Its ONC In-Cyt platform pairs a minimally-invasive brush biopsy with deep-learning cytology trained on more than 13 million cell images to score early malignancy risk. The company emerged from NIH-funded research at NYU by Dr. John T. McDevitt and is a portfolio company of DCVC. It is a medical-diagnostics (medtech/healthtech) company with no public developer, API, or technical surface at this time.

Oraliva is profiled on the APIs.io network. Tagged areas include Company, Diagnostics, Oral Cancer, Cytology, and Artificial Intelligence.

Oraliva’s developer surface includes support, engineering blog, and 2 more developer resources.

🌐 Visit website 📡 Source on GitHub
6.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
0 APIs
CompanyDiagnosticsOral CancerCytologyArtificial IntelligenceHealthcareMedical DevicesDental

Kin Score

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scored 2026-07-27 · rubric v0.5
Composite quality — 6.8/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.3 / 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
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/oraliva: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Resources

Operate 1

Status, limits, changes, and where to get help

Support
Support

Company 3

The organization behind the API

Website
Website
 Blog
Blog
 LinkedIn
LinkedIn

Source (apis.yml)

apis.yml Raw ↑ 
aid: oraliva
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://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/oraliva.png
name: Oraliva
description: OraLiva, Inc. is a dental diagnostics company developing an AI-powered oral cancer and dysplasia detection system
  for use during routine dental visits. Its ONC In-Cyt platform pairs a minimally-invasive brush biopsy with deep-learning
  cytology trained on more than 13 million cell images to score early malignancy risk. The company emerged from NIH-funded
  research at NYU by Dr. John T. McDevitt and is a portfolio company of DCVC. It is a medical-diagnostics (medtech/healthtech)
  company with no public developer, API, or technical surface at this time.
url: https://raw.githubusercontent.com/api-evangelist/oraliva/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- dcvc
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Diagnostics
- Oral Cancer
- Cytology
- Artificial Intelligence
- Healthcare
- Medical Devices
- Dental
common:
- type: Website
  url: https://oraliva.com/
- type: Support
  url: https://oraliva.com/contact/
- type: Blog
  url: https://oraliva.com/news/
- type: LinkedIn
  url: https://www.linkedin.com/company/oralivainc
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 0
  pass: local-v1