Lighten

Lighten Platforms, Inc. is a San Mateo, California healthcare AI company building an AI-native platform for clinical evidence curation from electronic health record (EHR) data. Its 360° EHR Curation Platform reasons over unstructured clinical notes together with structured records to reconstruct complete patient journeys, applying clinically validated quality assurance at the variable, patient, and cohort level rather than relying on model accuracy metrics alone. On top of that curation layer Lighten delivers Apps & Insights for patient finding and HCP targeting, longitudinal patient journeys, and market intelligence, plus a "Beyond Claims" offering that integrates curated EHR signal with claims data for broader coverage. The company serves life sciences, health systems, data and analytics consultancies, and investors, and was founded by Xinkun Nie, PhD. Lighten publishes no public developer API program, SDKs, or developer documentation as of this profile.

Lighten is profiled on the APIs.io network. Tagged areas include Company, Healthcare, Life Sciences, Artificial Intelligence, and Electronic Health Records.

Lighten’s developer surface includes engineering blog, support, and 11 more developer resources.

🌐 Visit website 📡 Source on GitHub

21.8/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

CompanyHealthcareLife SciencesArtificial IntelligenceElectronic Health RecordsReal World EvidenceClinical DataData Curation

Kin Score

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

Composite quality — 21.8/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 1.3 / 20

Commercial Clarity 8.4 / 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/lighten: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Get Started 1

Portal, sign-up, and the first successful call

Login

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Access & Security 2

Authentication, authorization, and security posture

Compliance

Compliance

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 5

The organization behind the API

Website

About

Blog

Careers

LinkedIn

Source (apis.yml)

aid: lighten
name: Lighten
description: Lighten Platforms, Inc. is a San Mateo, California healthcare AI company building an AI-native platform for clinical
  evidence curation from electronic health record (EHR) data. Its 360° EHR Curation Platform reasons over unstructured clinical
  notes together with structured records to reconstruct complete patient journeys, applying clinically validated quality assurance
  at the variable, patient, and cohort level rather than relying on model accuracy metrics alone. On top of that curation
  layer Lighten delivers Apps & Insights for patient finding and HCP targeting, longitudinal patient journeys, and market
  intelligence, plus a "Beyond Claims" offering that integrates curated EHR signal with claims data for broader coverage.
  The company serves life sciences, health systems, data and analytics consultancies, and investors, and was founded by Xinkun
  Nie, PhD. Lighten publishes no public developer API program, SDKs, or developer documentation as of this profile.
url: https://raw.githubusercontent.com/api-evangelist/lighten/refs/heads/main/apis.yml
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://cdn.prod.website-files.com/69fa86d2a85c0176fe7cc061/6a03aaf2783824d21503f2ab_lighten-logo.svg
x-type: company
x-source: vc-portfolio
x-backed-by:
- 8vc
x-tier: profiled
x-tier-reason: enriched-no-public-api
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Healthcare
- Life Sciences
- Artificial Intelligence
- Electronic Health Records
- Real World Evidence
- Clinical Data
- Data Curation
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://lighten-ai.com
- type: About
  url: https://www.lighten-ai.com/about-us
- type: Blog
  url: https://www.lighten-ai.com/resources
- type: Support
  url: https://www.lighten-ai.com/get-in-touch
- type: Login
  url: https://app.lighten-ai.com/
- type: TermsOfService
  url: https://www.lighten-ai.com/terms-of-service
- type: PrivacyPolicy
  url: https://www.lighten-ai.com/privacy-policy
- type: Careers
  url: https://www.lighten-ai.com/careers
- type: LinkedIn
  url: https://www.linkedin.com/company/lighten-ai/
- type: Compliance
  url: conformance/lighten-conformance.yml
- type: Conformance
  url: conformance/lighten-conformance.yml
- type: DomainSecurity
  url: security/lighten-domain-security.yml
- type: LLMsTxt
  url: llms/lighten-llms.txt
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence