Parspec, a San Mateo, California-based startup, has raised an undisclosed Series A funding round led by Threshold Ventures, with participation from Innovation Endeavors, Building Ventures, Heartland Ventures, and Hometeam Ventures. The firm uses artificial intelligence models—specifically machine learning and large language models—to transform procurement for the construction industry by enabling instant identification of products based on customer-provided specifications. This innovation targets sales agents and wholesale distributors, aiming to reduce the time and cost of bidding on projects while improving the accuracy and compliance of those bids.
Founded by CEO Forest Flager and co-founder Pratyush Havelia, Parspec’s journey began with a focus on lighting and electrical products but has since expanded into mechanical, electrical, and plumbing (MEP) categories. Flager, who previously led software development at Katerra, was inspired by challenges in accessing detailed building product information at scale. Parspec’s software now crawls thousands of manufacturer websites, indexes technical documents, and extracts relevant attributes using artificial intelligence, creating a dynamic catalog matching products to complex bid requirements. Since launching its quoting tool in January 2024, Parspec claims a fourfold revenue increase over the past year and now boasts 288 customers, including four of the five largest electrical distributors in the United States.
Despite a downtrend in venture funding across the real estate and construction tech sectors—precipitated by higher mortgage rates and surging material costs—Parspec’s latest raise signals investor confidence in the company’s artificial intelligence-native approach. The platform operates on a usage-based subscription, charging clients based on the volume of documents created within its ecosystem, such as quotes and maintenance packages. Threshold Ventures partner Mo Islam highlighted Parspec’s unique data moat and generative artificial intelligence models as key differentiators, emphasizing the platform’s ability to automate every stage of procurement, from product selection to submittals. As construction material prices rise and the industry seeks greater efficiency, Parspec positions itself as a critical technology driving down costs and winning new business for its client base.
