Operative Report Extractor

Extract the patient, procedure, diagnosis, findings, surgical staff, medications, and specimens from an operative report PDF. Extraction only.

The full guide: Pre-operative diagnosis and team on an operative report

How should we start?

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Need to scale? Create an API key, then run this from your own code or an agent.

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Start with a document

Upload a file or pick a sample, and see the fields come back.

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Questions about Operative Report Extractor.

What does the operative report extractor read?

The document number and date, the patient identifier, name, birth date, and gender, the report category and type, the procedure name and code, the diagnosis, the surgical findings, and the procedure description.

Which surgical detail fields come out?

The performer and surgeon credentials, the anesthesia type (enum), the estimated blood loss, the specimen, any complications, the post-operative orders, and the conclusion each come back as fields, alongside the facility name and managing organization.

Are the procedures, staff, medications, and specimens returned as tables?

Yes. A procedures table returns each procedure code, name, sequence, and approach; a personnel table returns each role, name, credentials, and signature date; a medications administered table returns each medication, dose, route, and time; and a specimens table returns each specimen type, description, pathology number, and fixative.

The report contains patient health information. What happens to it?

The report is processed via the Talonic API for extraction only, is not retained for training, and is not shared. Redact the patient name, identifier, and birth date where your workflow allows, and point BAA-covered workflows at the Talonic platform. PDF only, up to 10MB and 100 pages.

Does the tool interpret the surgery or give medical advice?

No. It extracts the fields present on the operative report into structured data. It does not code the procedure for billing, interpret the findings, or give any clinical advice.

Doing this to one file, or to ten thousand?

The tool reads a single document. The platform reads the whole estate once and keeps it queryable — the same engine, with a memory.

See document data extraction if you run this for clinical and billing teams, or the extraction API if you are building it in.