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Our ingestion pipeline maps your existing foundation, concealer, and contour SKUs directly via product feeds, CSV, or API. For bespoke formulations, our colorimetry team performs spectrophotometric calibration to map your exact CIELAB (L*a*b*) and undertone coordinates.

Partner cosmetic brands deploying DUSK see an average 38% reduction in shade-related returns and a 24% uplift in product page checkout conversion by eliminating buyer shade uncertainty with objective computer vision.

We never save photos. Facial landmarking, lighting normalization and colour measurement run in the shopper’s browser. To match shades, the photo is sent securely to our servers, used for that one match, and discarded — no photo is ever stored. Every scan needs the shopper’s explicit consent first.

Completely. The entire scanner UI—including lighting calibration prompts, swatch displays, shader textures, and recommendation drawers—is fully customizable to match your brand guidelines, design tokens, and custom typography.

Yes. We offer 30-day enterprise pilots with full staging API keys, dedicated integration engineering support, and real-time A/B test conversion telemetry before live production rollout.