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Brightly AI, a computational imaging company in Playa Vista, California, launched its instrument-calibrated restoration platform for fluorescence microscopy: facilities image at a fraction of the usual light dose, and the platform returns certified, quantification-grade volumes with per-voxel confidence maps.