Common Light provides a continuously verified knowledge graph of community health resources, enabling closed‑loop referral programs to rely on accurate, auditable data. Their service audits existing resource directories against the HSDS v3.0 rubric, scoring each entry for freshness and reliability, and delivers an API‑first verification confidence score to ensure referral workflows operate on trustworthy information.
Funding
Funding not disclosed
Founders
Product
Problem
Closed-loop referral programs often rely on community resource directories that are unverified, outdated, or lack a consistent data structure, leading to failed referrals and broken workflows. Without clear provenance or confidence scores, organizations cannot trust the resource data they use for patient navigation.
Solution
CommonLight delivers a continuously verified knowledge graph of community health resources that serves as a reliable data layer for referral platforms. The service audits existing resource directories against the Health Service Directory Standard (HSDS) v3.0 and applies a proprietary verification rubric to assign confidence scores to each record. Organizations receive a scoped audit that identifies sound, stale, or non‑compliant entries, enabling them to cleanse and maintain up‑to‑date resource data. The verified graph is exposed via an API‑first interface, allowing health information exchanges, managed care organizations, and public health agencies to integrate trustworthy resource data directly into their closed‑loop referral workflows.
Target Audience
Primary customers are health information exchanges, managed care organizations, and public health agencies that operate closed‑loop referral programs and need trustworthy community resource data.
Features
- Automated audit of any resource directory against HSDS v3.0 standards and a verification rubric
- Confidence scoring (0.00–1.00) for each record, indicating verification level and data freshness
- Detection and flagging of stale, missing, or structurally incompatible resource entries
- API‑first access to a continuously updated knowledge graph with full provenance metadata
- Unified Org → Facility → Service hierarchy that consolidates scattered lists, spreadsheets, and files
- Ongoing verification cycles to keep the resource graph current for closed‑loop reporting