{"version":1,"type":"story","url":"https://digestai.news/story/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document","json":"https://digestai.news/story/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document.json","markdown":"https://digestai.news/story/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document.md","slug":"microsoft-foundry-adds-grounding-and-confidence-guidance-for-document","headline":"Microsoft Foundry adds grounding and confidence guidance for Document AI","summary":"Microsoft has updated its Foundry platform to include new features for Document AI, specifically adding grounding and confidence guidance. These additions are designed to help developers better understand and trust the outputs generated by document processing models. By providing confidence scores, the system allows users to assess the reliability of extracted data, while grounding helps link extracted information back to its source within the document. This update aims to improve the accuracy and transparency of AI-driven document analysis, making it more suitable for enterprise applications where data integrity is critical. The changes are part of Microsoft's ongoing effort to refine its AI tools for business use, focusing on practical improvements that address common pain points in document automation.","keyPoints":["Microsoft Foundry now includes grounding and confidence guidance for Document AI.","The update aims to improve the reliability and transparency of document processing outputs.","These features help developers assess the accuracy of AI-extracted data from documents."],"whyItMatters":"Enhancing document AI with confidence metrics and grounding improves data reliability, making AI tools more viable for critical business processes like finance and legal compliance.","category":{"slug":"enterprise","name":"Enterprise & Industry","url":"https://digestai.news/category/enterprise"},"entities":{"companies":["Microsoft"],"models":[],"people":[]},"firstPublishedAt":"2026-10-26T17:00:00Z","updatedAt":"2026-10-26T17:00:00Z","sourceCount":1,"hasPrimarySource":false,"sources":[{"outlet":"visualstudiomagazine.com","title":"Microsoft Foundry Adds Grounding and Confidence Guidance for Document AI","url":"https://visualstudiomagazine.com/articles/2026/10/27/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document-ai.aspx","publishedAt":"2026-10-26T17:00:00Z","type":"press","primary":false,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"Microsoft Foundry adds grounding and confidence guidance for Document AI\", 26 October 2026, https://digestai.news/story/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document","publisher":"Digest AI","title":"Microsoft Foundry adds grounding and confidence guidance for Document AI","datePublished":"2026-10-26T17:00:00Z","url":"https://digestai.news/story/microsoft-foundry-adds-grounding-and-confidence-guidance-for-document"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}