Local work should feel complete
A normal-map generator is fundamentally deterministic image processing. It should not need an account, upload, or recurring model subscription to calculate a gradient. Normal Map Studio keeps that path in the browser and gives users enough preview and quality context to judge the result.
Paid local features focus on production convenience—higher resolution, batching, presets, packing, and naming—rather than withholding the first useful result.
AI is optional and billed only when used
Models can infer scene depth, synthesize missing texture regions, and generate materials that local filters cannot. They also use an external provider and can take longer than local tools. We keep them separate, explain the upload before it happens, and return reserved credits when a job fails. Basic local generation remains complete without AI.
The product does not claim that a luminance-derived map recovers true geometry or that every AI result is production-ready. The previews and exports are tools for an artist's judgment.