Machine Learning Estimation

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 demonstrates a commitment to innovation and potential for growth in the HVAC bidding market, further solidifying their position as leaders in the industry.

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MLEstimation - AI Tool to Analyse your Building material

Client Requirement

Client Requirement

Our client, a HVAC contractor, required a software solution that could help them create detailed quantity take-offs from construction drawings quickly and accurately. They wanted a user-friendly interface that was easy to navigate and understand, and that would allow them to create more accurate and competitive bids.


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.


Features of Product

  • Data Extraction Algorithms

    Data Extraction Algorithms
    Advanced algorithms extract data from construction drawings to provide detailed and accurate information about materials and equipment needed for a project.

  • Detailed & Accurate Project Information

    Detailed & Accurate Project Information
    Software provides detailed and accurate project resource and cost information.

  • User-Friendly Interface

    User-Friendly Interface
    Software has a user-friendly interface for efficient and effective use. Helps clients make the most out of its functionalities.

  • Reduce Time and Cost

    Reduce Time and Cost
    Software saves time and money by eliminating manual counting, allowing the client to focus on other aspects of their business and complete projects efficiently.

  • Enhanced Bid Precision and Competitiveness

    Enhanced Bid Precision and Competitiveness
    Improved project cost estimation and competitive bidding through accurate and detailed material and equipment information extraction.

  • Facility Maintenance Planning

    Facility Maintenance Planning
    Software for Efficient Building Maintenance Planning, Prolongs Equipment Life and Reduces Maintenance Costs.

What did we deliver?

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.

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