ML Estimation
AI-Powered Estimation Tool for HVAC Bidding Accuracy
MLEstimation by Codiste simplifies HVAC project bidding with advanced ML algorithms. It ensures precise drawing annotations and quantity take-offs, enabling contractors to generate detailed bills of materials in minutes
The Core
MLEstimation was created by Codiste in response to the main problems that HVAC contractors encounter during project estimation. In the past, the contractor had to manually count materials from construction drawings which not only took a lot of time but also accuracy of the bid was affected by possible human errors. Thus a project might not be won. Our client desired the development of an easy-to-use software that will automate this process efficiently and will provide highly accurate project estimates.
Within four monthsβ time, Codiste created MLEstimation that is based on data extraction techniques to help in collecting accurate information about the warehouse. This program increased the solidity of the bids.It also allows the HVAC contractors to spend the time earlier needed for bid preparation in the other more crucial areas of their business. The user-friendly dashboard makes it easy to use for different types of people, namely contractors, architects, engineers, and facility managers.
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.
Key Features of End-to End ML Estimation Software
Our team incorporated seamless functionalities right from price optimization and swapping to push notifications and NFTs listing. These unique features were designed to give the optimum best to the end users.
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
Software provides detailed and accurate project resource and cost information, allowing for better planning and resource allocation.
User-Friendly Interface
The software features a user-friendly interface for efficient and effective use, helping clients make the most of its functionalities with ease.
Reduce Time and Cost
The software saves time and money by eliminating manual counting, allowing clients to focus on other aspects of their business and complete projects efficiently.
Enhanced Bid Precision and Competitiveness
Improves project cost estimation and competitiveness through accurate and detailed material and equipment information extraction, enabling more precise bids.
Facility Maintenance Planning
Efficient building maintenance planning software that prolongs equipment life and reduces maintenance costs.
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A Range of Modern Technologies We have Used
The Team Codiste have used these technological stacks to make Machine Learning Estimation successfully
Flutter
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.
Their Skyrocketing Success is Our Feedback!
Vai Gupta
CTO & Co-Founder | The Real Estate Investment platform
They truly do everything up to a very high standard. Codiste pvt ltd has successfully delivered a functional app praised in many publications for its neatness and speed. They have frequently communicated via Slack and managed the project efficiently using Jira. Their extensive knowledge and humble attitude have been hallmarks of their work.
Gavin Langston II
CEO | DiveWallet
I am pleased to say that working with Codiste has been a positive experience for our community. The project is now complete and the feedback we have received on the platform has been overwhelmingly positive. Throughout the project, the team maintained open communication lines regularly updating us on progress and following the agreed timeline. They delivered an app with impressive functionalities and accepted every challenge we gave them. Overall we are satisfied with the outcome.
Annemarie Maidment
CEO | Medizen App
Codiste pvt ltd delivered the project within the given timeline and budget. Their communication and collaboration were outstanding using Slack Lucidhart and Miro. The team was reliable well-organized and proactive.
Zushan Hashmi
CoFounder | Ninza NFT
They communicated clearly and outlined the product roadmap for us. It has been very easy to work with them. Made us profitable on NFT Marketplace that made an amazing journey.
Michael Lawton
Founder | ML Estimation
They communicate clearly and outline the product roadmap for us. It has been very easy to work with them. Made us profitaable on NFT Marketplace and which made amazing journey.
Isla Munro-Hochmayr
Founder | FTW Dao
Codiste Team was very much helpful and they went detailed oriented and successfully launched our venture investment platform which helped us to achieve to raise initial fund through NFT selling team has gone above and beyond with all suggetions with their expertise Highly recommended for Blockchain professional studio.
Patrick Riley
CEO | Apollo
Codiste dedication goes beyond delivering the product; they are involved in the entire process from concept to final product as Multichain Decentralised Crypto Launchpad No Code Token creator DEX and even in presenting to potential customers. Their flexibility and instant communication through Slack make them an indispensable part of my team.
Morris Lee
Founder | Area Company LLC
Working with Nishant & Codiste Team was super productive, the team is technical, easy to communicate with, and very professional. Highly recommended.
Naga Samineni
Co-Founder | MetaKeep
Nishant & Codiste Team has worked with our team on Blockchain and it was a great experience. They helped our customers with Web3 wallet integration. We have partnered with Codiste Team for long term now and they're a great and highly techical team to be a strategic partner with. Highly recommended for Blockchain development.
Sofiane Bennacer
Founder | The Scribbled Lab
100% satisfaction rate. That is what I get partnering with Codiste. They delivered our MVP in just 8 weeks, with dedicated support and communication. This makes them an invaluable ally for anyone seeking AI solutions.
Abolade Olusanya
Founder | CRM Growth
What sets Codiste apart is their ability to understand complex requirements and deliver tailored solutions that drive real results. They were always prompt, communicative, and transparent throughout the project, which made the entire process seamless and stress-free.
Shelle Fantastic
Head of Sale | Corum8
Blockchain, AI service from Nishant & Codiste Team it was productive, Team Technical knowledge on Blockchain, AI and domain expertise for Healthcare and Sportstech is commendable. i was more than happy to work with a very calm and enthusiastic team.
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