The challenge
The client needed to extract information from documents more efficiently than through manual handling.
Manufacturing • Azure AI
Generative AI
Document Data Extraction with Azure OpenAI
Demonstrated document information extraction with Azure OpenAI, to reduce reliance on manual data capture.
Ref: IMSFT105311
Video story · 1:01
The approach
Kumulus prepared the source documents and built an extraction solution on Microsoft Azure using Azure OpenAI and machine learning, with access controls and validation of the extracted responses.
The outcome
Extracted information can now be reviewed before downstream use, reducing reliance on manual data capture. The Azure workflow uses Document Intelligence, Azure AI Search and Azure OpenAI to turn source documents into structured data, with access controls and a human-validation step.
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