2.5 Weeks Or 8: AI's Impact on Electrical Modeling Timelines

See how C&R Electric's results accelerated from project one to project two using AI-powered conduit routing. Time savings doubled, setup time halved, material waste dropped further, all on a 4x larger project.
July 15, 2026

VDC teams are modeling more conduit than ever, but hiring more people is getting harder and harder. This case study follows C&R Electric's VDC Director through the implementation of AI-powered electrical raceway modeling and coordination on two projects, documenting actual modeling hours, setup time, and material utilization across both implementations.

What you'll learn:

  • Why the second project went from 6-8 weeks of modeling to 2.5 weeks, despite being 4x large
  • How setup time dropped from 8 hours to 4 hours once the learning curve flattened
  • Coordination impact: clash-free designs eliminated hours in coordination meetings
  • Actual hours saved: 100+ on project one, 320 on project two
  • The three factors that drove accelerating results: user proficiency, platform evolution, and workflow optimization

The value: Understand what realistic adoption curves look like mid-sized VDC teams trying AI-powered design tools, with concrete data on learning curves, workflow integration, and ROI progression across multiple projects.