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Proofread

Working demo · Independent Noerong product

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

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.

Architecture

Why these
decisions.

Evidence shownLocal processingJSON export

Local processing compares document content with explicit criteria and displays evidence alongside findings. Structured JSON export makes the result inspectable and reusable rather than hiding the reasoning in a single score.

Outcome and boundaries

What is built.
What comes next.

Delivered product

An interactive document-review workflow that keeps criteria, evidence, and exceptions visible to the reviewer.

Before a business launch

This is a working portfolio example, not a compliance certification or legal review. Human judgment remains necessary; production storage, access controls, and external integrations require a separate scope.

Independently designed and built by Rongali Chaitanya at Noerong. Scope and acceptance criteria are agreed before a client implementation.

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