AI for Electrical Takeoff: Lights, Outlets, Detectors & Cable Tray

Speed up your electrical estimating with AI-powered takeoff. Automatically count lights, outlets, detectors, and measure cable tray lengths directly from PDF drawings — including scanned plans. Civils.ai delivers accurate, marked-up PDFs and quantity exports in minutes, saving time and boosting bid accuracy.
Oct. 24, 2025
Julianna Xoe Widlund
Julianna
Widlund, P.E

Why Estimators Use AI Assistance

Save precious time

Reduce hours spent searching through drawings and schedules so you can concentrate on pricing and strategy.

Keep numbers traceable

Draft outputs point back to the source documents, making reviews and clarifications easier with your team and clients.

Stay flexible

Addenda and changes happen. It’s simpler to update and re-issue a takeoff when the groundwork is already prepared for you.

Quick demo
Getting started in minutes

Upload PDFs and run a simple prompt. A draft electrical takeoff is prepared and you are notified when processing is completed.

Tip: Use clear prompts like “Prepare an electrical takeoff: count lights, receptacles, switches and smoke detectors by room & level; measure cable tray lengths by width; export counts and linear metres to Excel.”

How It Works

  1. Upload your PDFs — Add electrical plan drawings, single-line/riser diagrams, and any equipment schedules you want considered.
  2. Write your prompt — Tell Civils.ai what you need (for example: “Count lighting fixtures, receptacles and fire alarm devices by room; measure cable tray lengths by width and level.”).
  3. Click “Run” — The platform begins preparing a draft takeoff based on your uploaded drawings and schedules.
  4. QA review & adjust — Your QA team reviews the draft, fixes any issues, and confirms assumptions before release.
  5. Share with confidence — Release the reviewed drawing set and quantities to your stakeholders with clear references back to the source PDFs.
1 Upload electrical drawing PDFs and choose Extract CAD data workflow
Upload PDFs

Drag & drop your drawings or documents and select Extract CAD data. Works with scanned, historic and multi-sheet drawings.

2 Describe electrical quantities to extract and run
Type out your prompt

Type what you need in natural language (e.g. “count lights, switches, receptacles and smoke detectors by room; measure cable tray lengths by width; capture panel schedules if tabulated”). Hit Run and the AI performs the takeoff and our QA team reviews the results.

3 Review results, references and export to Excel
Get results, review & export
Review the results against your annotated drawing.
Download your results as:
Excel & Annotated PDF
Important: Civils.ai does not replace professional judgment. It assists with preparing bids; final quantities are reviewed and approved by qualified people.

What the Draft Takeoff Can Cover

The goal is a clean starting point for pricing—prepared from your drawings and schedules—so your team spends more time refining and less time starting from scratch.

Typical items

  • Lighting fixtures by type and location (as shown in legends/schedules)
  • Receptacles, switches, data/AV outlets by symbol type
  • Fire alarm/life-safety devices (smoke/heat detectors, pull stations, strobes)
  • Cable tray linear lengths by width; counts of elbows/tees where drawn
  • Panel/DB schedules captured when tabulated on the PDFs

What we read (and what we don’t)

Quantities are taken strictly from the drawings and specifications you provide. We don’t infer conduit/cable routing or circuiting. Wire sizes, tray fill and engineering calcs are included only if explicitly shown in your documents.

What to Expect (and What Not To)

Overview

What you can expect

  • A prepared draft electrical takeoff to help your bid
  • Clear references back to the drawings and schedules
  • Faster internal reviews and fewer back-and-forths

Limitations to note

  • Not a 100% automated takeoff—human review is essential
  • No inference of circuiting, conduit routes, tray fill or cable sizing
  • Only quantities visible in your PDFs are extracted
Count electrical fixtures
Count lighting, outlets, detectors and cable tray from CAD drawings
  • Lighting
  • Outlets & switches
  • Fire alarm devices
  • Cable tray (by width)
  • Panels / DBs (from schedules)

FAQ

Is this suitable for busy bid periods?

Yes. It prepares a draft quickly so your team can review, adjust, and price with confidence instead of starting from a blank page.

Can we trust the numbers?

Use the draft as a starting point. Your QA team checks and fixes anything that needs attention before releasing numbers to stakeholders.

Where do the quantities come from?

From the PDFs you upload—electrical plans, schedules and risers. Everything stays traceable to the source pages for easy review.

What about cable lengths and conduit routing?

We don’t infer routes. Linear measurements are reported only where runs/trays are drawn to scale or tabulated. Engineering checks (voltage drop, diversity, fill) are out of scope unless explicitly provided in your documents.

Prepare Stronger Electrical Bids with Civils.ai

Upload your drawings and schedules, write a quick prompt, click run—then let your QA team review and release a clear, traceable electrical takeoff.

Civils.ai is an assistive tool for bid preparation. Final quantities and assumptions should be reviewed and approved by qualified professionals.


Interested in learning about how you can use AI in your Civil Engineering workflow?
Learn more