Neuron Factory, an AI startup focused on the construction industry, announced a strategic investment round backed by leading technology and architecture, engineering, and construction investors as it accelerates development of its AI-native preconstruction platform.
The round included participation from Zacua Ventures, Trimble Inc., Suffolk Technologies, Imad Ventures, and existing investor Colle Capital. Financial terms were not disclosed.
Founded in 2025 by former Microsoft and Waymo leaders, Neuron Factory is building a knowledge graph-driven platform designed to address inefficiencies in preconstruction, a phase where project risk, cost, and outcomes are largely determined but workflows remain fragmented and manual.
The company is targeting a $14 trillion global construction market that has historically lagged in digitization. Its platform connects documents, teams, and decisions through a proprietary knowledge graph, enabling AI-driven reasoning beyond traditional search-based tools.
Neuron Factory said its technology is already deployed with major construction and building technology firms, helping teams analyze risk, interpret drawings, identify discrepancies, and generate scopes of work across the preconstruction lifecycle. The platform integrates with existing tools without requiring significant data restructuring.
The company positions its system as a foundational intelligence layer for construction workflows, enabling AI agents to operate across projects from early planning through execution.
The funding will be used to expand product development and scale adoption of its AI platform globally.
KEY QUOTES:
“We’re excited to be building an AI-native platform that provides intelligence that is not just tuned to the needs of each company, but is able to work within their organization seamlessly. With the first-ever enterprise knowledge graph for construction, we are able to provide meaningful context to support project managers in making better decisions, increasing efficiency, and enabling productivity.”
Zaid Kahn, CEO And Co-Founder, Neuron Factory
“The next generation of companies transforming construction won’t just understand workflows, they will bring deep technical expertise to build what the industry actually needs. Neuron Factory’s team is exactly that, and their execution in building a true knowledge graph for preconstruction has been exceptional.”
Vivin Hegde, Founding Partner, Zacua Ventures
“With AI-based innovation emerging across nearly every phase of construction, preconstruction remains a white space with potential for disruption. Neuron Factory has assembled an exceptional team to address the preconstruction market. Their AI-native platform brings a new level of intelligence to the work that happens before the first shovel hits the ground. We are proud to back them and their compelling opportunity to transform how customers evaluate, select, and win the projects that advance their business priorities.”
Chris Stern, Vice President And Managing Director, Trimble Ventures
“Neuron Factory’s intense focus and rapid progress in achieving true semantic understanding of construction drawings positions them uniquely within the preconstruction value chain. Their ability to translate design intent into structured, actionable insights has the potential to significantly accelerate risk analysis and inform smarter contracting decisions. The progress this team has demonstrated during and following their participation in BOOST 6 last year underscores both their momentum and their potential to drive real value to preconstruction teams.”
Parker Mundt, Partner And Head Of Platform, Suffolk Technologies
“We are excited to be backing the Neuron Factory team, who have demonstrated exceptional capability in advancing pre-construction globally. We see strong potential for their AI-native platform across Saudi Arabia and the wider GCC, particularly on large-scale, technically complex projects where improved early-stage decision-making can have a meaningful impact on outcomes.”
Tatiana Gholmie, Founding Managing Director, Imad Ventures
