AI for Automated Quantity Takeoff and Cost Estimation
This online engineering CPD course examines the use of artificial intelligence for construction estimating and preconstruction workflows.
AI-powered estimation uses computer vision, machine learning, and natural language processing to automate quantity takeoffs, analyze historical cost data, and extract relevant information from construction documents.
Construction estimating involves complex drawings, specifications, quantities, historical data, and cost variables, requiring accurate and efficient methods to reduce errors, improve productivity, and support reliable project estimates.
This course covers AI-assisted quantity takeoffs, computer vision, machine learning-based cost prediction, natural language processing of specifications, and integration of AI tools into preconstruction workflows. It also emphasizes practical implementation, case studies, tool evaluation, and the professional judgment required to develop accurate and defensible estimates.
This 4 CPD online course is applicable to civil and construction engineers, as well as other technical professionals who are interested in learning more about AI-powered construction estimating and preconstruction.
This PE continuing education course is intended to provide you with the following specific knowledge and skills:
- Understanding the evolution of construction estimating from manual methods to AI-powered automation
- Familiarizing with quantity takeoff concepts, including units, waste factors, and accuracy requirements
- Understanding cost estimation components and how AI supports cost development and forecasting
- Learning how computer vision interprets construction drawings for automated quantity extraction
- Understanding BIM-based quantity extraction and AI-assisted model checking and classification
- Learning how natural language processing extracts estimating information from construction specifications
- Familiarizing with machine learning methods for quantity prediction and construction cost forecasting
- Learning how to evaluate AI estimation tools based on capabilities, integration, usability, and vendor factors
- Understanding data preparation and quality management requirements for AI-assisted estimating
- Familiarizing with ethical considerations involving accuracy, liability, privacy, bias, and workforce impacts
Upon successful completion of the quiz, print your Certificate of Completion instantly. (Note: if you are paying by check or money order, you will be able to print it after we receive your payment.) For your convenience, we will also email it to you. Please note that you can log in to your account at any time to access and print your Certificate of Completion.