➔ All Features
AI ITEM COUNTING

AI Symbol & Item Counting

Stop tallying symbols by hand across dozens of plan sheets. BuildVision uses computer vision to detect and count every outlet, switch, fixture, sprinkler head, diffuser, and fitting on your plans — then aggregates totals across all sheets and feeds them directly into a BOQ. Visual overlays show exactly what was detected so you can verify in seconds.

E-101 first floor lighting plan from the Maple Street Residence demo set, measured in the BuildVision takeoff editor.

Features

AI Symbol Detection

Detect symbols on construction PDFs, then review grouped results against the legend and schedules. Drawing quality, symbol conventions and overlapping marks affect the result; correct missed or misclassified items before pricing.

Automatic Counting

Every instance of each symbol type is counted accurately and categorized. No more tally sheets, no more losing count halfway through a 40-sheet plan set

Multi-Sheet Aggregation

Counts from every sheet in the plan set are aggregated into a single summary. Upload 50 sheets and get one total count per symbol type — no manual addition required

Visual Verification

Color-coded overlays on the original plan show exactly where each item was detected. Click any count to jump to the sheet and see the highlighted symbol — verify in seconds, not hours

Count-to-BOQ Pipeline

Counted items flow directly into a structured bill of quantities with no re-entry. Symbol counts become material line items ready for pricing and procurement

Any Trade, Any Symbol

Electrical outlets, plumbing fixtures, fire sprinkler heads, HVAC diffusers, structural connections, lighting fixtures — if it is on the plan, BuildVision counts it

Process

How It Works

01

Upload Plans

Drop your PDF blueprints into BuildVision — electrical, plumbing, HVAC, fire protection, or any other trade. Single sheets or full plan sets

02

AI Detects Symbols

Computer vision scans every sheet, identifies all symbol types from the legend, and counts every instance. Results are categorized by symbol type and sheet

03

Verify Counts

Review color-coded overlays on the original plan. Each detected symbol is highlighted — click any count to see exactly where it was found. Adjust anything that needs correction

04

Export or Build BOQ

Export aggregated count totals as CSV, or move them into a BOQ. Symbol counts become material line items ready for pricing

  • Eliminate hours of manual counting
  • Catch every item — no more missed symbols
  • Visual proof of every detected item
  • Aggregate counts across multi-sheet plan sets
  • Feeds directly into BOQ and quote workflows
  • Works for any trade — electrical, plumbing, HVAC, fire

The Problem

  • Your estimator is hunched over a plan set with a highlighter, tallying symbols sheet by sheet. 40 sheets, 12 symbol types, 4 hours of counting — and they still miss a few
  • Missed outlets or fixtures turn into change orders on site. One overlooked sprinkler head on one sheet can throw off the entire bid
  • When counts do not match, the only way to verify is to re-count everything from scratch — doubling the time investment

Our Solution

  • AI scans all 40 sheets in minutes and counts every symbol type. No tally marks, no highlighters, no losing count on sheet 37
  • Color-coded overlays on every sheet show exactly what was detected. Click any symbol to verify — takes seconds, not hours
  • Counted items flow directly into a BOQ with zero re-entry. Symbols become material line items ready for pricing and procurement

See it in action

Short clips recorded in the BuildVision editor. Each one links to its full guide.

Measure length, count and radius

Length 0:25

Measure a wall with Length, count light fixtures and name the count, then drag a radius on the curved bay. Each one is saved to Measurements.

Read the guide: Measure length, count and radius

PDF symbol counting in practice

From a lighting plan to separate fixture quantities

The existing E320 showcase records 35 A2 fixtures and 21 B fixtures. Keeping those types separate lets an estimator check schedule descriptions and apply the appropriate price and labor allowance.

E320 electrical lighting plan used in the BuildVision takeoff showcase
Anonymized showcase plan. The two fixture types below are a limited example, not the complete lighting scope or an accuracy benchmark.
  1. 1. Match the legend

    Check the fixture tag and schedule. Keep A2 emergency variants and other fixture types in their own groups. Legend symbols are not installed equipment.

  2. 2. Correct the overlay

    Inspect each group against the PDF. Remove confirmed duplicates, add missed symbols and reclassify incorrect types before accepting totals.

  3. 3. Reconcile the scope

    Compare by sheet and zone, resolve schedule differences, and carry the reviewed counts into the BOQ. Count controls and associated work separately.

The E320 showcase contains 35 A2 fixtures and 21 B fixtures. This example prices only those two types; it is not the full lighting scope.

Electrical lighting takeoff: two fixture types · illustrative USD rates
Item / referenceMeasuredAllowancePriced qtyMaterial / unitLabor h / unitDirect cost
A2 recessed LED fixtureE32035 EA0%35 EA$210.001.5$11,287.50
B shallow-plenum LED fixtureE32021 EA0%21 EA$190.001.6$6,510.00
Direct-cost subtotal for these lines only$17,797.50

Labor rate: $75.00/hour. Each line = allowed quantity × material unit cost + allowed quantity × labor hours/unit × labor rate. Round allowed quantities up to whole units in this example. Labor is applied to allowed quantity here; use installed quantity instead if that is how your assembly is defined. Rates are teaching assumptions, not current supplier quotes.

Scope still to price

  • Other fixture types, controls, branch wiring, conduit, supports, and terminations
  • Access equipment, testing, permits, taxes, overhead, and profit

Follow the electrical PDF walkthrough, then use the BOQ workflow to prepare the quantities for pricing.

Stop Counting Symbols by Hand

Let AI count every outlet, fixture, and fitting across all your sheets in minutes — free for 14 days.

Book a demo

Prefer a walkthrough before you start?

Book a demo on your drawings, or send us one bid package and we will run it through BuildVision and send back the results.

  • Explore takeoff, estimating, and quoting.
  • Discuss your drawings and estimating rules.
  • Or send one bid package and get results back without a meeting.
  1. 1Your details
  2. 2Choose a time

Tell us what you estimate

A few details, then choose a time on the next screen.

Add drawings or notes (optional)

Share only drawings you are authorized to share. You can bring them to the call instead.

We use these details to arrange your demo. Privacy policy.

No credit card required. Drawings are optional.

AI Symbol Counting for Construction Plans | BuildVision AI