The Manufacturer as Builder

Zena Ryder at Offsite Builder Magazine takes a deep look at how Reframe is rebuilding the value chain behind modular housing, from vision-based robotics to our AI-driven design platform.

The piece centers on a core insight from our CEO and Co-Founder Vikas Enti: making factories efficient isn't enough. "The factory is just one piece of the system that helps us get efficiencies in how we produce a building," he explains. For savings to actually reach the customer, Reframe has to control the full experience, from design through manufacturing to on-site installation. "At the beginning, we didn't intend to do it all, but through the process we realized we had to own the full experience. Otherwise, we wouldn't move the needle."

Ryder covers the technology in detail: vision-based robotic work cells, off-the-shelf robotic arms with custom tooling developed in-house, and a 3D CAD system that flows directly to the robots so they know the recipe for each wall before work begins. AI handles design automation, framing patterns, pipe and wire routing, and code compliance checks. On the floor, workers operate from iPads with simple, step-by-step instructions.

Reframe has automated roughly 20% of manufacturing work to date, with framing as the starting point. "It was the intersection of what we felt was our fastest capability to build and what was so repetitive that we wouldn't get pushback from our builders," Vikas says. The goal is 60-80% over time, with the company already running a co-op program with a local vocational school, two of whose students have since joined as full-time employees. "The more we industrialize, the more we can expand the available workforce."