AI-103: Developing AI Apps and Agents on Azure

By Microsoft · Question Mode

QuestionQ86

VerifiedImplement information extraction solutions

You have an invoice-processing application named App1 that uses Azure Content Understanding in Foundry Tools.

You are building a new Content Understanding pipeline named Pipeline1 that must meet the following requirements:

  • Compare an invoice to its related purchase order
  • Validate the invoice against static vendor contact documents
  • Return a single structured output that includes discrepancy findings

You need to configure Pipeline1 and expose the pipeline as a single analyzer endpoint. What should you configure?

Explanation

Azure Content Understanding Pro mode is specifically designed for advanced use cases requiring multi-step reasoning and complex decision-making, such as identifying inconsistencies between documents. Pro mode is enabled by configuring a multi-file task, which supports multiple input documents (the invoice and purchase order) and lets you supply reference data (the vendor contract/contact documents) at analyzer creation time. The service then applies reasoning to validate the input documents against the reference data according to a defined schema, flagging discrepancies for review, and returns this as a single structured output through one analyzer endpoint. Standard mode only supports single-file tasks and does not support multiple input document processing, reference dataset integration, or multi-step reasoning, so it cannot fulfill the comparison and validation requirements.

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