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Proofread

Working demo

A transparent workbench that checks documents against custom criteria, shows the evidence, and exports a structured result.

Proofread document review workbench
IndustryDocument review
AudienceOperations and compliance teams
Studio roleProduct design and front-end engineering
Released2026

The product

Built around the
actual workflow.

Proofread is a transparent document review workbench. It evaluates material against explicit criteria, shows the supporting evidence, and produces a structured result that a person can verify.

Product approach

Less friction.
More clarity.

The interface treats automation as a review assistant, not an invisible judge. Criteria, matches, exceptions, and evidence remain visible throughout the workflow.

Core system

What it
brings together.

01

Custom criteria

Teams can represent their own review rules instead of adapting to a fixed checklist.

02

Evidence shown

Every finding is connected to the relevant source passage for human verification.

03

Clear exceptions

Uncertain or missing information is surfaced instead of being silently guessed.

04

Structured export

Completed reviews can be exported for downstream reporting or record keeping.

Technology

Chosen for
the product.

01

Evidence shown

A deliberate part of the product stack, selected for maintainability, speed, and a dependable operating experience.

02

Local processing

A deliberate part of the product stack, selected for maintainability, speed, and a dependable operating experience.

03

JSON export

A deliberate part of the product stack, selected for maintainability, speed, and a dependable operating experience.

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