Specialized Solution
Quantity Takeoff Automation
Enterprise-grade AI pipelines that automate Division 03-10 material quantity takeoffs directly from architectural drawings.
Key Extraction Targets
Concrete & Slab Areas
Drywall & Partition Linear Feet
Door & Frame Schedules
Glazing & Window Schedules
Flooring Material Quantities
Fixtures & Equipment
The Problem
Estimating departments are choked by manual count workflows.
Winning bids requires fast, accurate takeoffs. Manual takeoff methods can't keep pace with high bid volumes, restricting company growth.
System Workflow
How the AI System Works
01
Plan Set Batch Ingestion
Batch upload architectural drawing packages into automated extraction queue.
02
Multi-Trade Takeoff Engine
Run specialized AI sub-models for doors, windows, drywall, and structural elements.
03
Consolidated BoQ Generation
Reconcile counts against schedule sheets and generate consolidated takeoff spreadsheets.
Capabilities
Engineered Features
Multi-Trade Material Takeoffs
Drywall & Partition Wall Linear Feet
Door & Window Schedule Reconcilation
Flooring & Ceiling Surface Areas
Export to ProCore, Bluebeam, Excel
Confidence Score Flagging for Human Verification
Architecture
Technical Stack
Custom YOLOv8 Object DetectionREADY
Raster & Vector Hybrid Geometry EngineREADY
Pandas Data Wrangling PipelineREADY
REST & GraphQL API EndpointsREADY
Private VPC Cloud InfrastructureREADY
Relevant Case Study
Automated Quantity Takeoff Case Study
Automated trade quantity extraction across 500+ commercial plan sets.
Read Case StudyFrequently Asked Questions
Yes. We engineer REST APIs, CSV exports, or direct database sync for leading estimating software.