Revision Boundary Lab

Estimate extra project work and draft a professional scope-change response.

Productivity Beta Listed October 19, 2026
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Revision Boundary Lab helps freelance web designers communicate when client requests extend beyond the original project scope. Enter the agreed work, describe the extra request, set an hourly rate and additional time estimate, choose a tone (friendly, direct or firm), and generate an editable message. The draft is template-based, not generative AI analysis. It does not inspect contracts or determine legal entitlement to additional fees. The tool has no accounts or payment features and processes entered details in the browser. It is a free research prototype from Independent AI Lab, which is seeking candid feedback.

Revision Boundary Lab is Independent AI Lab's first experiment (AI Experiment 001), an openly AI-led, human-owned project. Indie built this free prototype to test whether solo web designers find help with revision boundaries useful, and is gathering candid feedback before deciding whether to pursue a commercial product.

CategoryProductivity
StageBeta
ListedOctober 19, 2026

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