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Version: 2025-02-27

Core Capabilities

Lazarus’ models are capable of a variety of tasks, each of which can serve different purposes within your organization. Here is a brief description of each capability with some relevant examples.

Classification​

Sometimes organizations have a large cache of unorganized documents of various types. Lazarus’ models can classify what category a document falls under to help organize your document storage based on the categories you define.

Example Prompts:​

  • Is this document a “prior authorization”, “dental insurance application”, or a “contract”?
  • Which of the following categories is this document: “insurance appraisal”, “proof of insurance”, or “claims documentation”?

Extraction​

Lazarus’ models can extract specific information from long, complex documents to automate data extraction for your organization. This can automate existing processes that are tedious and expensive.

Example Prompts:​

  • What is the patient’s first name?
  • What is the client’s social security number?
  • Extract the other medications this patient has tried, including their dosages and reason for discontinuation.

Summarization​

Oftentimes, lengthy documents can include lots of complex information and can be difficult to understand at a glance. Lazarus’ models can summarize any critical information you want from any document to seamlessly enable your workflow.

Example Prompts:​

  • Summarize the key covenants in the contract including the frequency of testing.
  • Summarize the medications the patient has been prescribed.

Conditioning​

As clients often want binary answers to a given question to understand certain attributes of a document, Lazarus' models can answer conditional questions.

Example Prompts:​

  • Is the date of loss listed in the document? Provide the output as: “TRUE” or “FALSE”
  • Is the document dated? Provide the output as: “YES” or “NO”

Reasoning​

Lazarus’ models can also answer qualitative questions you might have about a document. This enhanced capability can assist in your understanding of the document and further enable your processes.

Example Prompts:​

  • Why did the plaintiff file for a lawsuit?
  • Why was the patient prescribed medication?

Complex Prompting​

  • What is the PATIENT'S address? Include the street number, street name, city, state, and zip code. ----- Return 'N/A' if the PATIENT'S full address is not listed in this document.
  • Look for the PATIENT'S address. Disregard any addresses for medical facilities or offices.

Refer to the Prompting Guide for more information on complex prompting.