利用 Bedrock 实现大规模智能文档处理.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I S V 3 0 4Intelligent Document Processing at Scale Using BedrockDebasis RathHe/HimSr.Specialist Solutions ArchitectAWSBhuvan AnnamreddiHe/HimSolutions ArchitectAWS

2、2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhy Intelligent Document ProcessingPhases of Intelligent Document Processing Design Considerations for ScaleReference ArchitecturesOpen DiscussionTakeaways 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.20%S

3、tructured Data Databases Spreadsheets80%Unstructured Data Loan Processing:Loan applications,bank statements,tax forms(W-2s,1099s).Accounts Payable/Receivable:Invoices,purchase orders,payment confirmations.20%of organizations use Unstructured Data at scaleUnstructured Data is Valuable&Untapped 2025,A

4、mazon Web Services,Inc.or its affiliates.All rights reserved.DOCUMENTSfor-each-documentPhase 1:Data Capture/StoragePhase 2:Doc ClassificationPhase 3:Doc ExtractionPhase 5:Validation/AnalyticsPhase 4:EnrichmentCAPTURE&STORE DOCUMENTSBUILD IDPSOLUTIONUSE EXTRACTEDDATAPhases of Intelligent Document Pro

5、cessing 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Unstructured to Useful InsightsDoc/PDFAmazon Bedrock Data Automation(BDA)ImageVideoAudioUnstructured DataInsightsSummaryFieldsTextextractionsummarizationnormalizationtransformationvalidationtranscriptionrecognitionclassificat

6、ionScenesContent moderationTranscript#NEW JERSEY Motor Vehicle Commission#AUTO DRIVER LICENSE This document describes Scene 10:00:00 0:00:28The speaker introducesspk_0:All right,should we get this party started spk_1:Lets do it.spk_1:Get ready,Scene 20:00:00 0:00:28NameSexAddressIAB taxonomysexualvi