ML Estimation
Automated Construction Takeoffs for HVAC Estimators
Description

About ML Estimation
ML Estimation develops AI-assisted takeoff software for the heating, ventilation, and air conditioning industry. The platform helps HVAC estimators review project plans, complete takeoffs, and prepare bids with less repetitive manual work.
Developed by professionals with experience in both HVAC estimation and machine learning, ML Estimation is designed to improve the speed and efficiency of preconstruction workflows while allowing estimators to review and control the final results.
Platform & Solutions
ML Estimation offers one web-based AI platform focused on HVAC takeoffs and project estimation.
Its capabilities include:
- Uploading HVAC project plans and documents
- AI-assisted generation of takeoff results
- Automated completion of repetitive takeoff work
- Review and adjustment of AI-generated results
- Exporting completed takeoff information
- Support for HVAC systems organized under MasterFormat Division 23
- Coverage of areas such as HVAC piping, pumps, air distribution, heating equipment, cooling equipment, and ventilation systems
- Faster evaluation of potential projects and bid opportunities
- Reduced manual workload for estimators
- Increased capacity to review and bid on more projects
The workflow allows users to create an account, upload a project, review the generated takeoff, and export the completed results.
Best Fit Customers
ML Estimation is best suited for:
- HVAC contractors
- Mechanical contractors
- HVAC estimators
- Construction estimating teams
- Preconstruction departments
- Commercial HVAC companies
- Companies bidding on multiple HVAC projects
- Small and mid-sized contractors with limited estimating resources
- Organizations currently completing takeoffs manually
- HVAC sales teams seeking to increase bidding capacity
Regions Served
Canada, with a web-based platform capable of supporting HVAC estimation teams in additional markets.
