Case Study: KPS Mart Cuts Proposal Time from Weeks to 22 Minutes with AE Studio

KPS Mart cuts proposal time to 22 minutes with AE Studio

AE Studio partnered with KPS Mart, a company with over 30 years of experience designing interior spaces, to tackle a significant operational bottleneck. KPS Mart's designers were spending weeks manually interpreting CAD floor plans and cross-referencing a massive 10,000-product catalogue to create furniture proposals, which limited their capacity and speed in responding to client requests.

AE Studio built a solution combining computer vision and LLM workflows to automate the majority of this process. Their system automatically interpreted floor plans, classified furniture needs, and generated proposals with three budget tiers. This reduced the time-to-proposal from several weeks to just 22 minutes, allowing KPS Mart's designers to focus on final review and refinement instead of manual compilation, thereby increasing capacity without adding headcount.

KPS Mart