Davis Raises €4.6M for AI Real Estate Design Innovation

Paris-based startup Davis has successfully closed a €4.6 million pre-Seed funding round, signaling strong investor confidence in its AI-powered approach to real estate development. The significant capital infusion was spearheaded by prominent venture capital firms Heartcore Capital and Balderton Capital, with crucial backing from Yellow, Evantic, and Entrepreneurs First. The round also saw participation from a distinguished group of angel investors, including founders from influential tech companies such as SpaceMaker, Black Forest Labs, Hugging Face, Supabase, Cleo, and Spore.bio.

This funding milestone coincides with the public debut of Gaudi-1, Davis's groundbreaking generative model. Gaudi-1 is engineered to automate the creation of architectural designs, meticulously adhering to real-world regulatory and technical constraints. This innovation aims to dramatically accelerate the typically protracted early stages of property development, compressing timelines from months down to mere days.

The real estate sector, a colossal global asset class, has long grappled with inefficient workflows. Mehdi Rais, co-founder and CEO of Davis, articulated the company's mission: "We founded Davis to establish a new benchmark for speed in real estate development and, ultimately, to revolutionize urban design and construction." The company's proprietary AI technology integrates diverse data streams – encompassing regulatory frameworks, technical specifications, and market dynamics – to inform feasibility studies and generate detailed architectural plans, including site layouts, floor plans, and space optimization.

Davis differentiates its generative modeling approach by operating within a discrete architectural space, rather than continuous pixel space typical of diffusion models. This method treats buildings as structured compositions of elements like rooms and walls, offering enhanced control, faster iteration cycles, and outputs that reliably meet complex requirements across financial, regulatory, and design dimensions. The company has reported achieving state-of-the-art performance on established floor-plan generation benchmarks, such as RPLAN and MSD, across key metrics like IoU, FID, and KID.

Rather than a traditional software-as-a-service model, Davis leverages its technology through a service offering, delivering ready-to-use architectural outputs directly to developers and investors. This adaptable model can be applied across various property types and geographical locations, with the AI capable of incorporating local building codes and regulations. The human element remains integral, with expert architects reviewing all generated designs before final delivery, ensuring a blend of AI efficiency and human expertise.

Max Niederhofer, Partner at Heartcore Capital, highlighted the synergistic strengths of Davis's offering: "The unique combination of a generative model operating within discrete architectural parameters under regulatory scrutiny, a human validation layer, and the resulting time compression in an industry where speed directly impacts returns is truly compelling." Davis plans to utilize the new capital to expand its research initiatives, scale its team through strategic hiring, and further refine its vertical integration within the real estate development process. The company is actively engaged with developers and anticipates supporting hundreds of projects in the upcoming year.