Neuron Factory Announces Strategic Investment Round from Technology and AEC Investors

Neuron Factory has announced a strategic investment round from construction technology and architecture, engineering, and construction (AEC) investors Zacua Ventures, Trimble Ventures, Suffolk Technologies, Imad Ventures, and existing investors, including Colle Capital. The investment will be used to accelerate the delivery of the world’s first construction-focused knowledge graph and AI-native platform for the construction industry.

Pre-construction is where construction projects are interpreted, risk is priced, and contracts are signed. Yet today the process remains deeply fragmented: thousands of documents reviewed manually under time pressure, by siloed teams with limited shared context.

The company’s AI-powered preconstruction platform, designed to streamline workflows, augment teams, and boost productivity across complex, large-scale construction projects, has already been deployed in production by some construction and building technology companies. Unlike point solutions, Neuron Factory’s knowledge graph architecture models relationships and dependencies among documents, teams, and decisions, enabling a level of reasoning that keyword or semantic search alone cannot achieve.

Zaid Kahn, CEO and co-founder of Neuron Factory, said, “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 organisation 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.”

Vivin Hegde, founding partner of Zacua Ventures, said, “The next generation of companies transforming construction won’t just understand workflows—they’ll 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.”

Chris Stern, vice president and managing director of Trimble Ventures, said, “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.”

Parker Mundt, partner and head of platform at Suffolk Technologies, said, “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.”

Tatiana Gholmie, founding managing director at Imad Ventures, said, “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.”

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