E-commerce is booming in the fashion industry with multi-billion dollar market value. 30% of shipped goods are returned with the primary reasons being either wrong size or wrong color, with colors perceived from pictures and videos on the e-commerce web sites. This leads to enormous waste due to unnecessary packaging, shipment and clothes destruction. Today, no software solutions exist for automated true and consistent color alignment across still pictures and videos for professional photographers. The size of this market is currently $1bn and the market is expected to double by 2028. The vision of the AICF project is to reduce the return rate in fashion industry e-commerce by 25% by 2030 due to color issues or 6% in total returns. The mission of AICF is to set new industrial standards by building novel AI-driven automated color-editing for photos and video for professional use. The project combines world class researchers in the fields of AI and photonics with the world leading Danish software company of the field, Capture One, thus providing a unique opportunity to develop new compression formats, UHD monitor support and coloring of moving objects to achieve the most natural colors. When successful, AICF will enable Capture One to defend and expand their current 2-3% market share of the still image color editing market worth 180 mio dkk in 2021 to 10% of the combined still & video market leading to a 1.200 mio dkk market share by 2028.