Engineering Insights
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10/31/25
Cutting approval time by 25 percent with coordination that sticks
Approval time is not only about the first upload. It is about how many cycles it takes to reach yes. We see meaningful gains when three practices line up.
One loop instead of three handoffs
Structural, MEP, and energy are coordinated in one flow. Cross-discipline conflicts are resolved before the city sees them. AI agents for structural and MEP collaborate in the same pass before human review.
Redlines drop because the issues never arrive.
Code checks before upload
AI validation runs for the specific jurisdiction. Common comments get fixed before they exist. Reviewers focus on confirming compliance rather than asking for basics.
Clean and precise responses
If corrections come back we reply with updates that reference the exact sheet and line. Reviewers can verify in minutes instead of meetings.
What this looks like in practice
Fewer plan check cycles for mid scale residential work. Shorter resubmittal windows because changes are scoped and validated. Less confusion during inspection because the set reads clearly.
Every project is different. The pattern is not. When coordination and validation are built into the process and licensed engineers stamp every set approvals move about a quarter faster and field surprises fade.
See how this applies to your scope or join the beta waitlist.
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