How Similar Case Intelligence Works

Similar Case Intelligence analyzes your previous finalized cases to detect patterns — and uses those patterns to inform protocol generation for new cases.

What It Does

When you create a new case, PraxPilot quietly evaluates whether the presentation resembles cases you have treated before. It looks for similarities across:

• Symptom clusters

• Lab patterns

• Diagnoses

• Clinical notes

• Patient demographics

• Protocol focus areas

When matches are detected, the system incorporates relevant insights from those cases into the new protocol draft.

What It Does Not Do

Similar Case Intelligence does not copy old protocols. Instead, it extracts patterns — frequently used supplements, common phase structures, recurring therapeutic strategies — and uses them as additional context for the Clinical Reasoning Engine.

Your Case Library Becomes an Asset

Every finalized case you create adds to your practice's clinical knowledge base. Over time, PraxPilot becomes better at recognizing recurring patterns in your specific patient population — making protocol generation faster and more relevant.

Privacy

Similar Case Intelligence works only with your own cases. Your data is never shared with other practitioners or used to train other users' systems.