# Lighten

**Canonical:** https://apis.io/providers/lighten/  
**Website:** https://lighten-ai.com  
**APIs profiled:** 0

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.

## Kin Score — 18.1 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 18.1).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 7.1 |
| Commercial Clarity | 35.5 |
| Access Clarity | 35.5 |

Regulatory layer — **Health**: 30.0 (matched via tags).

## 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)

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

## Tags

Company, Healthcare, Life Sciences, Artificial Intelligence, Electronic Health Records, Real-World Evidence, Clinical Data, Data Curation

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