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Regulatory reporting automation

By Marty Papamanolis / Published 4 February 2026

Manual portal submissions for regulatory reporting. Error-prone. Compliance risk.

Nightly

Unattended regulatory submissions

Validated

Submissions against regulatory rules

Submissions ran nightly unattended. Error rates fell.

Healthcare

Automation + Integration

A healthcare provider manually submitted regulatory reports through a government portal. Staff spent hours each week preparing, validating, and uploading data. The process was error-prone, and every mistake increased compliance risk.

Problem

Regulatory reporting required precise data in tightly defined formats. Staff prepared the data manually, validated it against internal records, and uploaded it through the portal. The process consumed hours every week.

Manual data entry inevitably introduced errors. A missed field or incorrect value could trigger compliance issues. The stakes were high, yet the process relied entirely on human attention to detail.

Previous approaches

They hired dedicated admin staff for reporting. This reduced the burden on clinical staff but did not reduce errors. Adding more people to the same manual process did not eliminate mistakes.

They created detailed checklists and procedures. The checklists helped but could not catch every error. Staff still had to prepare and validate every submission manually.

Solution

We automated HL7 (Health Level Seven) message generation with built-in validation and error tracking. The system pulled data from internal systems, validated it against regulatory requirements, and generated properly formatted submissions.

Submissions ran nightly without human intervention. A dashboard showed status for each submission and flagged any failures immediately. Staff reviewed exceptions through the dashboard instead of manually preparing reports.

Outcome

Regulatory submissions ran unattended every night. Staff hours previously spent preparing reports were freed for other work. Error rates fell. Compliance risk was reduced because every submission was validated against regulatory rules before it was sent.

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