A report prepared by AI. An approval that remains human.

The problem

Preparing reports required consulting professionals, databases, and health plan rules. Incomplete information caused reports to be returned and work to be redone.

What was put into practice

Vitória gathers information about the surgery, consults the relevant databases, and prepares a structured, editable report for the surgical group's assistants.

A document that brings together several sources

According to the account, preparing the report required gathering information about the surgery, the professional, the materials, and the health plan. Assistants consulted physicians and checked rules manually. Incomplete or incorrect information could cause reports to be returned and work to be redone.

Vitória is activated on demand by the Surgical Group's assistants. The solution consults the relevant databases and organizes the data into a structured document. The described delivery is editable material that can be checked before moving forward in the process.

Assisted preparation, medical approval

The sources described include the Vita knowledge base, professionals and the Surgical Group, partner hospitals, health plan rules, and internal protocols. The report is prepared using these references and the surgery information collected in the workflow.

Medical approval takes place before submission. The case does not assign authorization for surgery or clinical decision-making to the agent. This boundary is part of the explanation of the value: AI supports the organization of work without replacing the person responsible for approving the document.

How to monitor report preparation

The indicators defined for monitoring include report volume, average generation time, reprocessing, and non-validation by the surgeon. They allow observation of document preparation and the checking that takes place before submission.

Post-implementation data will still be incorporated into the published case. Clinic Web and Tasy appear as planned integrations to connect the history and surgical record to the workflow. The delivery described at this stage focuses on contextual sources and the editable report.

The reported result and its scope

The reported delivery organizes document preparation with structured information and review before submission.

This summary contains no measurement of reduced claim denials or guarantee of authorization. Clinic Web and Tasy are published next steps.

The lesson learned

Medical approval remains a requirement before submission. The case shows how AI can prepare a stage of the work without taking over the decision that belongs to the professional.

What questions does this case help you ask?

• Which part of document preparation can be assisted?
• How does the reviewer identify missing information or information that needs checking?
• What distinguishes a prepared, approved, and submitted document?