AI & Agents

Document Processing with Document Intelligence

Invoices, contracts and forms read by Document Intelligence; confident fields flow on, uncertain ones go to people.

Documents arrive by upload or land in Blob Storage, where an Azure Function starts extraction. Document Intelligence returns fields with confidence scores: high-confidence data goes to Cosmos DB, the rest to human review. AI services then enrich it for search, dashboards and business systems.

filestriggeruploadlow confidencehigh confidencecheckedenrichserveMicrosoft AzureExtractionEnrichmentAnalytics and useEmail and FTPattachments, filesUsersupload in a browserBlob Storageincoming filesAzure Functionsblob triggerHuman reviewlow-confidence fieldsAzure AI DocumentIntelligenceprebuilt and custom modelsApplication Gatewaywith WAFBack-end appAzure App ServiceAI Languageentities, key phrasesAzure OpenAIsummarise, cross-checkAzure MachineLearningfraud and risk scoresAzure Cosmos DBfields + confidenceAzure AI Searchretrieval, RAGPower BItrends, complianceBusiness systemsERP, CRM, compliance

Point at a component to light its links; select it for what it does here and the practice that makes it right on Azure.

When to use it

  • Thousands of invoices, contracts or forms typed in by hand today
  • Regulated processes where every extracted field must be right or checked
  • Documents arriving by upload, email and file transfer at once

How NGT delivers it

Built from code, reviewed at a gate by an NGT architect, and handed over with runbooks your team can run.

AI & Agents