The demos below show exactly how each module works, inputs, outputs, and logic, so you can evaluate fit before purchasing. Technical Modules are a separate add-on to any ROI subscription plan. View pricing and plans →
Healthcare data rarely arrives clean or consistent. HL7 messages come in from multiple source systems, each running a different version of the standard and structuring patient demographics, diagnoses, and procedures slightly differently. This pipeline extracts HL7 v2.x messages from three simulated source systems (v2.3, v2.4, and v2.5.1), transforms them into a single standardized common format, and loads the results into per-practice CSVs and a consolidated JSON repository.
Patient demographics, provider info, ICD-10 codes, CPT codes, and encounter metadata all map to the same schema regardless of where they came from.
| Practice | Patient ID | Patient Name | DOB | Provider | Diagnosis | Procedure | Service Date |
|---|---|---|---|---|---|---|---|
| Cardiology | PT-8821 | Johnson, Sarah M. | 06/12/1978 | Dr. James Smith MD | I25.10, Atherosclerotic heart disease | 93000, ECG w/interpretation | 03/15/2024 |
| Cardiology | PT-8822 | Torres, Miguel A. | 03/28/1965 | Dr. James Smith MD | I10, Essential hypertension | 99214, E/M Office Visit L4 | 03/15/2024 |
| Primary Care | PT-1103 | Patel, Anita K. | 11/14/1980 | Dr. Rosa Mendez MD | Z00.00, Annual wellness visit | 99395, Preventive visit, 18-39 | 03/15/2024 |
Every source system maps to identical columns regardless of HL7 version. Output opens directly in Excel with no reformatting or manual cleanup required.
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These modules are part of the Revenue Optimization & Intelligence platform, built to give your team the tools to diagnose, fix, and sustain revenue integrity.
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