AI Takeoff

Your first 80%,
done in minutes.

Plyer's AI detection engine scans your floor plans, identifies every electrical symbol, and produces a first-pass takeoff that gets you 80% of the way there — before you touch a single item.

80%+first-pass accuracy
< 30sper page detection
100%auditable with change history
AI Takeoff — E201 Second Floor PowerDetection Active
Processing
DETECTED
106
Duplex Outlet
45
GFCI Recept.
12
Quadplex
8
Motor Conn.
17
Ceiling Recept.
10
FA Devices
14
OFFICE 201
OFFICE 202
CORRIDOR
CONFERENCE RM
BREAK ROOM
STORAGE
Duplex 98%
GFCI 96%
Quadplex 94%
Motor Conn 92%
Duplex 97%
Ceiling 91%
FA Horn 95%
Duplex 99%
GFCI 93%
Switch 96%
Smoke Det 94%
Disconnect 90%
AI Detection Engine

From blank plan to
complete count.

The AI scans each page of your floor plans, detecting and classifying every electrical symbol it finds. Outlets, fixtures, fire alarm devices, equipment connections — counted and categorized in seconds.

01
Upload floor plans
Drop your plan set PDF. Plyer splits pages and begins processing immediately.
02
AI scans every page
The detection engine identifies electrical symbols, classifies them, and assigns confidence scores.
03
Review flagged items
High-confidence detections pass through. Low-confidence items queue for your expert review.
04
Approve and proceed
Accept, edit, or reject any detection. Your approved takeoff flows directly into estimation.
Review Queue8 items need review
Symbol
Page
Confidence
Action
Unknown symbol at (412, 891)
E201
42%
AcceptEdit
Possible motor connection
E102
58%
AcceptEdit
Junction box or pull box
E201
63%
AcceptEdit
Possible GFCI receptacle
E103
71%
AcceptEdit
Weatherproof outlet
E101
76%
AcceptEdit
Human-in-the-Loop

AI detects.
You decide.

The AI is fast but it is not infallible. Confidence scores direct your attention to the items that need a human eye. Accept what looks right, edit what is close, and reject what is wrong — with full undo at every step.

Confidence-based review queue — work the exceptions, not the rule
Side-by-side view of detected symbol and source plan location
Full undo history and change tracking on every decision
Batch accept high-confidence items to move faster
The Shift

From maker to
reviewer.

The role of the estimator shifts from manually counting every symbol to reviewing and approving AI-generated counts. Same expertise, dramatically more throughput.

Before Plyer
First-pass takeoff
4–6 hoursper floor plan
Symbol counting
Manualone by one
Missed items
5–15%typical miss rate
Consistency
Variesdepends on estimator
With Plyer
First-pass takeoff
< 10 minper floor plan
Symbol counting
AI-drivenall at once
Missed items
< 2%with review gates
Consistency
100%same AI every time
Capabilities

Detection that
actually works.

Symbol Detection

Every electrical symbol found automatically

Outlets, fixtures, equipment, fire alarm devices, switches — detected and classified with confidence scores. The AI handles the counting so you can focus on judgment calls.

Confidence Scoring

Know exactly where to focus your review

Every detected item carries a confidence score. High-confidence items pass through. Low-confidence items queue for your review. You spend time only where it matters.

Circuit Tracing

Home runs and branch circuits traced

AI identifies circuit paths from panel to device, mapping home runs and branch circuits across your floor plans for a complete picture of the electrical system.

Custom Symbols

Teach the AI your firm's conventions

Upload your company symbol library and Plyer learns to recognize your custom marks. Different firms, different symbol sets — the AI adapts to your standards.

Multi-Page

Counts aggregate across all sheets

Detection runs across every page in your plan set. Totals roll up automatically — one unified takeoff from a 50-page plan set, not 50 separate counts.

Review Gates

Human-in-the-loop at every stage

Nothing passes to the estimate without your approval. Review gates at detection, categorization, and pricing ensure the AI assists but you remain in control.

Get Started

See the first 80%
happen live.

Request a demo and we will run AI detection on your own plans — so you can see exactly how Plyer handles your projects.

Request a Demo

See it in
action.

We'll walk you through a live takeoff on your plan set — so you can see exactly how it fits your workflow.

First-pass takeoff in minutes
Live symbol detection and counting
Full audit trail and review workflow
No commitment required