Accelerating workflows with generative AI: EPA’s document processing journey
Public Sector Blog
The article details the EPA's innovative use of generative AI to accelerate document processing and improve workflow efficiency through two proof-of-concepts developed with AWS:
- Chemical Risk Assessment Improvement:
- 85% reduction in processing time
- 85% accuracy in AI-generated evaluations
- $40 cost to process 250 research documents
- FIFRA Pesticide Application Processing:
- 99% potential reduction in processing time
- Reduced document review from 4 months to seconds
- Implemented human-in-the-loop verification
Key principles included maintaining scientific integrity, keeping humans in control, and focusing on mission-critical processes where AI can provide measurable benefits.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Jul 11
2025
2025
Intelligent document processing at scale with generative AI and Amazon Bedrock Data Automation
Aug 22
2025
2025
Accelerate intelligent document processing with generative AI on AWS
Apr 23
2026
2026
The transformative impact of generative AI on business workflows in a highly regulated industry
Oct 25
2024
2024
How federal agencies can optimize document processing using advanced AI with human oversight
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.