Extracting structured data from forms and invoices: Answer: Azure Document Intelligence in Foundry Tools
Summarizing written content from business reports: Answer: Azure Language in Foundry Tools
Generating descriptive text for uploaded images: Answer: Azure Vision in Foundry Tools
These three tasks align to three different Azure AI capability families: document processing, language understanding/generation, and computer vision.
Forms and invoices are semi-structured documents where the business need is to extract specific fields (IDs, names, totals, dates) reliably into structured output. Azure Document Intelligence is designed for intelligent document processing and includes prebuilt models (such as invoices) as well as custom extraction options, making it the correct choice for structured data extraction from documents.
Summarizing written business reports is an NLP task focused on compressing long text into key points, themes, and action items. Azure Language provides language processing capabilities (including summarization features within language service capabilities), so it is the best fit for summarization scenarios.
Generating descriptive text for images (image captioning/description) is a computer vision task. Azure Vision can analyze uploaded images and return descriptions/captions and other visual insights, which directly matches the requirement to produce descriptive text from images.
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