Amazon Bedrock Data Automation has added blueprint instruction optimization for document extraction workflows.

Users provide example documents and expected values, and the system refines extraction instructions to improve accuracy. The goal is to make structured data extraction better in minutes rather than through weeks of manual prompt iteration or model fine-tuning.

It is another example of enterprise AI tooling moving toward optimization loops around instructions, not just raw model calls.