AI for Prefab Compliance, Without the Hype
Prefab promises speed, scale, and efficiency—but compliance remains the constraint that shapes what’s actually possible.
In this webinar, Brian Chen, CEO of Kite Compliance, leads a grounded discussion with Steve Glenn, CEO of Plant Prefab, and Alexey Dubov, from BuildTech and Mighty Buildings, to unpack a simple question: where does AI actually help in prefab compliance today?
The answer is more nuanced than expected. AI is useful—but the real challenge runs deeper.
Compliance Is a Moving Target—Not a Checklist
For companies introducing new materials or construction methods, compliance isn’t clearly defined upfront—it evolves as you go.
Drawing from his experience working with novel building technologies, Alexey Dubov explains:
“We had a certification roadmap… and then weeks later there is another ‘oh we actually need to do this also.’”
Teams often commit time and resources before they fully understand requirements. Standards overlap, vary by jurisdiction, and are interpreted differently by consultants, labs, and regulators.
Brian Chen frames the core issue clearly: compliance today is not a fixed checklist—it’s a fragmented system of interpretations that shifts over time.
Permitting Is Structured—But Still Friction-Heavy
At a high level, permitting pathways are documented. But in practice, they’re slow and inconsistent—especially at the local level.
Steve Glenn, who leads one of the most advanced prefab manufacturing operations in the U.S., puts it plainly:
“You’ve got all these different agencies… they all have different requirements… sometimes you find like ‘what? I didn’t even know about this.’”
Even experienced architects and engineers encounter surprises. Reviews involve multiple rounds, conflicting feedback, and subjective interpretation.
The takeaway is clear: the process exists, but it’s not predictable.
Brian Chen reframes the opportunity—compliance doesn’t break down because rules are missing. It breaks down because information isn’t shared consistently across stakeholders.
AI Helps Navigate Complexity—But Doesn’t Replace Expertise
AI is already being used—but in narrow, practical ways.
Alexey Dubov describes the most common use case today:
“The simplest one is just throwing the standards in… and interacting with them… helping people navigate specific questions.”
Teams use AI to search and interpret standards faster. Some jurisdictions are beginning to apply AI to speed up permit reviews.
But adoption on the ground is still limited. As Steve Glenn notes:
“We’re not [using AI] yet.”
The gap is clear. AI is helpful, but it doesn’t replace expert judgment—or the need for coordination across stakeholders.
Brian Chen reinforces the key point: the opportunity isn’t automation. It’s alignment.
What This Means for Builders and Innovators
Compliance will continue to define how fast projects move. The difference is how teams approach it.
- Treat compliance as a system, not a one-time task
- Build internal understanding early
- Expect iteration and ambiguity
- Use AI to reduce friction—not replace expertise
The most effective teams don’t avoid compliance—they operationalize it.
This conversation cuts through the hype.
AI won’t eliminate compliance complexity. But it can make it more transparent, structured, and manageable.
That’s the direction Kite Compliance is focused on—bringing clarity to fragmented requirements and helping teams move faster with confidence.
If compliance is slowing you down, the solution isn’t to bypass it—it’s to approach it differently.
