Illustrative scenario

Faster Clash Resolution: An AI Coordination Agent for MEP Design-Build

On a complex design-build project, MEP coordination is where schedules slip and RFI queues grow. A VDC Manager running Navisworks clash reports knows the pattern: hundreds of clashes per discipline coordination cycle, each one needing to be triaged, assigned to the right sub, and tracked through resolution — while the project clock keeps running. The bottleneck is rarely engineering judgment; it's the coordination overhead around routing and documentation.

Up and running in ~12 wkFor: VDC Manager, general contractor
Estimate your payback
~4 mo
Payback period
$3M
Est. savings / year
+$2M
Year-1 net

Rough estimate — change the numbers to match your business. We scope the real figures with you on a call.

Why MEP Coordination Cycles Drag

Each clash in a Navisworks report needs to be assessed by discipline, routed to the responsible MEP subcontractor, tracked for a response, and documented in Procore before the design change can be logged. On a large project with concurrent mechanical, electrical, and plumbing coordination, that's a sustained administrative load that falls on the VDC team. Delays in routing mean clashes age, subs lose context, and the coordination cycle extends — compressing the schedule buffer that was there for a reason.

How the Agent Handles Clash Triage and Routing

An AI Labor Company agent mines RFI threads and Navisworks clash-report comments to understand how your coordination team categorizes and routes clashes. It then deploys an agent that auto-triages new clashes by discipline, routes each one to the responsible MEP sub, and drafts resolution memos in Procore — with a human approval gate that fires before any design change is formally logged. The agent runs continuously against new clash reports as coordination cycles progress.

Schedule Recovery as the Real Value

MEP coordination delays have a direct downstream effect on schedule — and on a $500K–$5M project, schedule slippage is where the real cost exposure lives. Teams in this position can see coordination cycle time cut by around 40%, with the agent handling the triage and routing work that was consuming VDC bandwidth. The agent is typically live in about 12 weeks. Faster clash resolution means less schedule compression in the back half of design-build, which is where cost overruns tend to originate.

Questions

Does the agent integrate directly with Procore?

Yes. Resolution memos are drafted and routed within Procore, following the documentation workflow already in place for your project. No parallel tracking system is introduced.

What happens when a clash requires engineering judgment to resolve?

The agent routes the clash to the responsible sub and drafts the memo with available context, but the human approval gate is there specifically for those cases. No design change is logged without explicit sign-off.

Related use cases

Illustrative scenario for real estate, construction & facilities. Figures are example ranges, not guarantees — we scope real numbers with you on a call.

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