Automation IDP Prompt Engineering 
AWS Machine Learning Blog
OCTOBER 29, 2024
However, the rise of intelligent document processing (IDP), which uses the power of artificial intelligence and machine learning (AI/ML) to automate the extraction, classification, and analysis of data from various document types is transforming the game. Results of the extraction and analysis are stored in Amazon S3.
AWS Machine Learning Blog
OCTOBER 24, 2023
Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.
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ODSC - Open Data Science
OCTOBER 27, 2023
While the industry has been able to achieve some amount of automation through traditional OCR tools, these methods have proven to be brittle, expensive to maintain, and add to technical debt. The following diagram is how we visualize these IDP phases. It often involves manual labor taking time away from critical activities.
AWS Machine Learning Blog
JANUARY 13, 2025
This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.
AWS Machine Learning Blog
DECEMBER 17, 2024
Additionally, developers must invest considerable time optimizing price performance through fine-tuning and extensive prompt engineering. Amazon Bedrock Data Automation in public preview helps address these and other challenges. Custom outputs for video and audio will be supported when the capability is generally available.
AWS Machine Learning Blog
JULY 18, 2024
Enterprise customers can unlock significant value by harnessing the power of intelligent document processing (IDP) augmented with generative AI. By infusing IDP solutions with generative AI capabilities, organizations can revolutionize their document processing workflows, achieving exceptional levels of automation and reliability.
AWS Machine Learning Blog
OCTOBER 23, 2024
SnapLogic , a leader in generative integration and automation, has introduced the industry’s first low-code generative AI development platform, Agent Creator , designed to democratize AI capabilities across all organizational levels. This post is cowritten with Greg Benson, Aaron Kesler and David Dellsperger from SnapLogic. Not anymore!
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