Healthcare Payors

Claims Conformance for Healthcare Payors

You need evidence that claims followed the approved pathway. Process Mining compares claims processing data with your standard, checks eligibility, authorisation, adjudication, and payment, and identifies deviations for review.

Healthcare payers (also written healthcare payors) are the insurers and benefit administrators that process claims. Providers are the hospitals, clinics and practices that deliver care, and they see a different part of the same claim. This guide covers the payor side: the pathway a claim should follow and the evidence you can produce for a review.

Why does claims conformance matter?

Each claim can carry regulatory and financial exposure. Your compliance team needs evidence that required steps were followed, not just a policy describing how the process should work.

Documents and manual samples can leave gaps. Process changes, workarounds, and system handoffs can create variants that are hard to spot before a review. Process Mining uses event data to show how claims moved through the process, so you can identify deviations and investigate them.

Which claim steps should you check?

Define the approved pathway and the evidence you need at each step. Then compare them with recorded process events.

The checks depend on your process model and the events available in your data. ProcessMind shows where actual execution differs from the defined standard. It does not make clinical judgments or execute claims work.

How does conformance checking work?

Document the expected pathway, then compare it with event data from your claims processing systems. The analysis shows which cases followed the model and where the observed sequence differed. Review deviations by type and trace them to the underlying process data.

For the method and setup, read how conformance checking works.

What data do you need?

Start with event data that identifies each claim, the activities performed, and when they occurred. Include the events needed to assess eligibility, authorisation, adjudication, and payment against your standard.

Collect only the data your analysis requires, and follow your organization’s privacy policies. This use case focuses on administrative process evidence, not patient data or clinical outcomes.

To prepare your event data, see what you need to run Process Mining.

What audit evidence can you prepare?

ProcessMind lets you export evidence linked to the process data used in your analysis. Use it to support reviews of the defined pathway, observed deviations, and cases that need investigation.

The evidence you can produce depends on the event data and process model you provide. Before you begin, identify the controls and records your compliance team needs, then confirm your data supports those requirements.

How can you start with one claim pathway?

Choose a claim pathway with a clear approved standard. Define its required steps and the evidence your compliance team expects. Compare the model with event data, then review the deviation list before expanding the analysis.

Use the initial analysis to establish a conformance baseline and identify cases for follow-up. As data coverage improves, extend the checks to more pathways.

For a broader view of how Process Mining supports analysis and improvement, read a strategic guide to data-driven process improvement.

What should you explore next?

If your work also covers provider operations, see the healthcare provider use case. For a practical overview of process mining data, read how to create a process mining event log.

Test conformance on one claim pathway