Dec 15, 2023
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Machine Learning Estimation

Machine Learning Estimation

4-6 months
Canada, Greater Toronto Area
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Service categories
Service Lines
Artificial Intelligence
Domain focus
Real Estate
Programming language
Artificial Intelligence
Machine Learning


The client faced the challenge of time-consuming and tedious manual counting, which took valuable time away from other aspects of their business. In addition, the accuracy of their quantity take-offs was critical to winning projects, and any errors could result in underbidding or losing bids altogether.


We delivered a software solution that met the client's requirements and addressed their challenges. Our software solution provided the client with detailed and accurate quantity take-offs from construction drawings, saving them time and money, and helping them to create more accurate and competitive bids. The user-friendly interface made it easy for the client to use and get the most out of the software. With our solution, the client was able to bid on HVAC projects with confidence, knowing they had the most accurate and up-to-date information. The software solution was not only useful for HVAC contractors but also for architects and engineers, as well as building owners and facility managers. They could use the software to plan for future maintenance and upgrades.


Streamline HVAC project bidding with ML estimation, automating drawing annotation, and generating accurate bills of materials. Save time, differentiate yourself in the industry, and leverage innovative technology for detailed quantity take-offs. They raised CA$100K in funding over 1 round demonstrating a commitment to innovation and potential for growth in the HVAC bidding market, further solidifying their position as leaders in the industry.
No image
Machine Learning Estimation
No image
Machine Learning Estimation