Data Ladder vs Open Client Registry (OpenCR)
Data Ladder
dataladder.comOpen Client Registry (OpenCR)
openclientregistry.orgSide by side
| Figure | Data Ladder | Open Client Registry (OpenCR) |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | — | Yes |
| Windows | Yes | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Identity Resolution Software | 8.0 (#6) | 7.4 (#13) |
| Deployment | DataMatch Enterprise is designed for Windows-based PC systems; the newer release also describes Docker-based, platform-agnostic deployment. | Documentation describes standalone and OpenHIM mediator deployment, and recommends mediator deployment for production use. |
| Integrations | Supported import sources include text, CSV, and Excel files, SQL Server, Oracle, Teradata, Salesforce, APIs, and ODBC connections. | The documentation describes FHIR R4, HAPI FHIR, OpenHIM, and OpenSearch or Elasticsearch as components or connections in an OpenCR deployment. |
| Intended users | The product page describes its visual interface as suitable for business users, IT specialists, data analysts, data scientists, and novice users. | The project describes itself as a community project intended for others to adapt to their use cases. |
| Matching | It uses phonetic, numeric, domain-specific, and fuzzy matching algorithms when datasets lack unique identifiers. | It supports probabilistic and deterministic matching, configurable decision rules, and 25 algorithm variations. |
| Purpose | DataMatch Enterprise is a code-free toolkit for profiling, cleansing, matching, and deduplicating data from disparate sources. | OpenCR links patient identities across information systems to support clinical safety, continuity of care, and accurate reporting. |
| Security | The maker’s security guide says customer-hosted cloud instances use Microsoft Azure and lists frameworks and offerings including ISO/IEC 27001, SOC reports, PCI DSS, and HIPAA/HITECH compliance. | The documentation says the registry should communicate only with known, trusted clients using TLS certificates, and that standalone mode runs TLS by default and requires signed certificates. |
| Support | Data Ladder offers professional and implementation services as well as team or one-to-one product training. | The About page directs users to contact [email protected] and join the OpenCR Slack community. |
Plans
In their own words
Data Ladder
Data Ladder has no write-up on Specifiction yet; its figures are above.
Open Client Registry (OpenCR)
Open Client Registry (OpenCR) links patient identities across information systems to support care coordination, continuity of care and reporting. It offers configurable matching using probabilistic and deterministic methods, and can assign or look up unique identifiers and accept FHIR messages from point-of-service systems such as labs and EMRs. Its interface lets users inspect records and break matches. A deployment uses the OpenCR Service and HAPI FHIR Server with OpenSearch or Elasticsearch; OpenHIM is optional. Transactions, including queries, are stored as audit events in HAPI FHIR and can be viewed in the UI. OpenCR is open source and is listed for API, Linux, macOS, self-hosted, web and Windows environments. It is not a shared health record and does not contain patient clinical data. The production installation guide expects Linux, command-line familiarity and Linux administration expertise; HAPI FHIR needs a production database backend such as PostgreSQL or MySQL. JWT and other user authentication solutions are not provided out of the box and can be added for a deployment. The project describes itself as a community project intended for adaptation to different use cases.