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Huntington Bank: Redacting sensitive data from 400M+ documents with AWS

400M documents. 95% accuracy. Huntington Bank just proved AI-powered compliance isn't a pilot anymore—it's production.

Reporting by AWS Machine Learning Blog 1 min brief
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The KeyNews take

Why it matters

Enterprise AI deployment at scale: Huntington's use of AWS ML services to automate PII/PCI redaction across 400M+ documents shows how financial institutions are moving beyond pilots to production compliance workflows, reducing processing time from years to months.

The key facts

7 to know

  1. 400M+ documents processed

  2. 95%+ redaction accuracy achieved

  3. Processing time reduced from years to months

  4. AWS ML-based PII/PCI detection and redaction

  5. Production deployment in financial services

  6. AWS ML solution for PII/PCI detection and redaction

  7. Huntington Bank enterprise deployment

Go to the source

AWS Machine Learning Blogaws.amazon.com

Publisher excerpt: In this post, we walk through how Huntington built a scalable AWS solution to detect and redact Personally Identifiable Information (PII) and Payment Card Industry (PCI) data from over 400 million documents, reducing processing time from years to just a few months while achieving 95%+ redaction…
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