01 / The challenge
Understand the problem.
Import manifests contain high-value operational information in formats that are difficult to process consistently with traditional rules alone.
02 / The approach
Connect the dots.
Managed the design of an AI-assisted extraction workflow that converts document content into structured data while preserving validation and review steps.
03 / The outcome
Move things forward.
Created a structured approach for processing previously unstructured information and prepared the workflow for iterative quality improvement.