Adaptive Build, Inc. is a New York-based financial technology company that has quickly established itself as a leader in AI-driven construction operations. Founded in 2021 by a team of Stanford graduates with backgrounds in aerospace (SpaceX), investment, and high-scale coding, the company set out to modernize the notoriously manual and fragmented construction back office. Adaptive's core mission is to bring 'financial clarity' to builders by automating the transaction-heavy aspects of bookkeeping and project accounting. By 2026, Adaptive has grown into a significant market player, serving over 1,000 contractors and managing billions in project volume. The company’s strategic vision is to create a unified 'payments infrastructure' for the construction industry that connects developers, general contractors, and subcontractors in a transparent, AI-managed ecosystem. Their approach focuses on being a 'smart layer' that enhances existing accounting tools rather than a disruptive replacement.
The founding story of Adaptive is rooted in the founders' direct experience with the inefficiencies of construction bookkeeping. CEO Matthew Calvano, along with co-founders Henry Bradlow (CTO) and Francisco Enriquez (CFO), initially ran a white-glove bookkeeping service for builders in Austin, Texas. This hands-on 'concierge' phase allowed them to identify the specific pain points—such as the hundreds of different invoice formats and the complexity of bank draws—that plague the $2 trillion construction market. CTO Henry Bradlow, formerly a rocket scientist at SpaceX, famously noted that solving construction finances through code was in some ways harder than 'rocket science' due to the industry's lack of standardization. This deep understanding led them to pivot from a service-based model to an AI-native platform, launching Adaptive in February 2023. Their combined expertise in engineering and finance has been a critical factor in the product's rapid adoption and high customer NPS.
Adaptive has successfully navigated several high-profile funding rounds, reflecting strong investor confidence in its AI-driven approach. The company secured a major $19 million Series A funding round in July 2024, led by Emergence Capital. This round saw significant participation from world-class venture firms including Andreessen Horowitz (a16z), Definition, Exponent, 3kvc, Box Group, and notable angel investor Gokul Rajaram. This brought the company's total capital raised to approximately $26.4 million. The Series A funding was specifically earmarked for expanding the engineering and product teams to accelerate the development of 'agentic AI' and to scale operations across the United States. The involvement of Kevin Spain, General Partner at Emergence Capital, who joined Adaptive’s board, underscores the company's positioning as a potential 'generational company' destined to redefine how money moves within the critical construction sector.
Adaptive offers a modular, AI-native financial ecosystem tailored to various roles within the construction industry. Its primary product is the 'Project Accounting Platform,' which includes modules for AP Automation (bill coding and approval), Compliance (lien waiver and COI tracking), and Draw Management (generating owner invoice packages). For accounting firms, Adaptive provides a specialized vertical that allows them to offer high-value advisory services powered by the platform's automation, often including a white-label option. The platform’s offerings are unique because they are 'modular,' meaning a firm can start with just AP automation and expand into full WIP reporting and electronic payments as their complexity grows. Each module is supported by dedicated AI agents that perform specific tasks like fraud detection, change order monitoring, and budget forecasting, all accessible through a unified web and mobile interface.
Since its official launch in early 2023, Adaptive has focused on geographic and vertical expansion within the U.S. market, serving a diverse range of contractors from custom homebuilders to commercial developers. While headquartered in New York City, the company has established a nationwide presence, showcasing its technology at major industry events like the Chicago Build Expo and the NAHB International Builders' Show. Their expansion strategy involves forming deep partnerships with established construction accounting firms and integrating with regional banking systems to streamline ACH payments across all 50 states. Looking forward, the company has expressed intentions to develop a broader 'integrated financial ecosystem' that facilitates faster payments across the entire construction value chain, potentially eyeing international markets where construction compliance and payment delays are similarly challenging.
In the last 18 months, Adaptive has introduced several significant features that enhance its AI capabilities. Most notable is the release of 'AI Agents'—specialized bots for WIP, Compliance, and Billing that operate proactively across a portfolio. They recently launched 'Lien Waiver Automation,' which automatically generates and requests waivers during the payment process, and a 'Purchase Order Management' module that allows for three-way matching between POs, bills, and job costs. The platform also added an enhanced 'Notification Center' for real-time mobile updates and a 'Fraud Protection' layer that flags duplicate invoices or anomalous charges. Another major update included the 'Natural Language Interface,' allowing users to query their financial data via a chat-like assistant to get instant answers on budget status or project health.
The culture at Adaptive is described as highly collaborative, engineering-driven, and intensely customer-focused. The team operates under the guiding principle that 'assists are better than points,' encouraging a work environment where collective success is prioritized over individual glory. Values such as 'Bring the Sledgehammer' (acting urgently on decided paths) and 'Care about your customer' (understanding problems from first principles) are deeply embedded in their daily operations. The company maintains a high-transparency environment, sharing decision context openly across distributed teams. With a leadership team that values 'winning together,' Adaptive has cultivated a reputation as an exhilarating and fast-paced workplace for engineers and construction experts alike, reflected in their ability to attract talent from top-tier tech firms like Shopify, Carta, and Glossier.
Adaptive has actively built a robust community around construction finance innovation. They engage users through the 'Adaptive Academy,' an extensive learning library, and host regular webinars and workshops that provide best practices for modernizing construction accounting. The company has a strong presence at major industry conferences like Chicago Build and the NAHB International Builders' Show, where they often host networking events for contractors and accountants. Furthermore, they support the construction community through 'The Curious Builder' podcast and other educational content aimed at helping builders scale their businesses. Their 'Accounting Partner Directory' also fosters a community of tech-forward CPAs and bookkeeping firms that specialize in the construction vertical, creating an ecosystem where users can find both the software and the professional expertise they need.
Adaptive
By Adaptive Build, Inc
