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Build well-architected IDP solutions with a custom lens – Part 1: Operational excellence

AWS Machine Learning Blog

It is crucial to pursue a metrics-driven strategy that emphasizes the quality of data extraction at the field level, particularly for high-impact fields. Harness a flywheel approach, wherein continuous data feedback is utilized to routinely orchestrate and evaluate enhancements to your models and processes.

IDP 90
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Build well-architected IDP solutions with a custom lens – Part 3: Reliability

AWS Machine Learning Blog

Foundations AWS AI services provide ready-made intelligence, such as automated data extraction and analysis, using Amazon Textract, Amazon Comprehend, and Amazon Augmented AI (Amazon A2I), for your IDP workflows. It’s important to design resilience into your IDP workflow architecture and plan for disaster recovery.

IDP 86