Work/AI/05

AI Product

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Document intelligence pipeline

Case study for Document intelligence pipeline — full write-up in progress.

Role
Product designer
Year
2024
Team
1 designer · 5 engineers
Stack
OCR · LLM · Human-in-the-loop

Problem

Placeholder problem statement. The team was staring at a screen where every pixel had a job, and none of them were on speaking terms with each other.

Approach

Placeholder approach. We mapped the domain model with the people who actually use it every day, prototyped in high fidelity from week one, and killed anything that could not survive a live-data pilot.

Outcome

Placeholder outcome. Shipped a system the team defends in reviews, with measurable lifts on the two metrics leadership cared about most.

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