Confidence Scoring | John Nessime

Building an Insurance Claims Processing Pipeline on AWS That Fails Loudly

Post category:Cloud Computing Insurance Technology Workflow Automation

Claims pipelines rarely crash. They succeed, emit clean JSON, and hand a wrong number to a payment system. Six failure families in an insurance claims processing pipeline on AWS, with the Textract, Bedrock Data Automation and Step Functions details that decide whether a bad extraction is visible or silent.

Extracting Clauses, Parties, Dates and Obligations with Amazon Bedrock

Post category:Cloud Computing Data Engineering Technical Guides

Valid JSON is not correct data. A practical guide to extracting clauses, parties, dates and obligations from contracts with Amazon Bedrock: the two build paths, schema design, the three failure families that produce confident wrong answers, and the validation layer that catches them.