# AI Workflows for AEC Professionals Course Online

Canonical URL: <https://www.graduateschool.edu/courses/ai-workflows-for-aec-professionals-course-online>

## Overview

Take your AI skills beyond basic prompting and learn how to create practical automation tools for the construction industry. This project-based course follows the full construction project lifecycle, showing you how to develop real-world solutions with Large Language Models, generative design techniques, and Python scripting. Through hands-on exercises spanning site feasibility, schematic design, construction management, and post occupancy operations, you'll gain experience working with data preparation, document processing, and web application deployment.

The course concludes with a capstone project in which you'll build a fully functional web application designed for construction workflows. You'll address common industry challenges such as managing submittal logs, streamlining repetitive CAD processes, and supporting code compliance documentation by creating a custom automation tool with practical workplace applications. A basic understanding of AEC software and digital file management is recommended, along with a willingness to work in a Python environment. As you progress through each lesson, you'll apply new skills directly to a project that grows in scope and functionality.

## What you'll learn

- Apply advanced prompting strategies and scripting methods to evaluate, organize, and process AEC documents and project data.
- Build and oversee automated workflows using Python and AI APIs within professional design and construction environments.
- Develop and refine project criteria with generative and iterative AI tools across various stages of the construction process.
- Create practical automation solutions for estimating, proposal development, bidding activities, and project administration.
- Design custom user interfaces intended for team adoption, office use, and broader organizational deployment.
- Use AI-powered tools to clean data, interpret project documentation, and analyze information from a variety of file formats.
- Create and maintain AI-assisted project schedules, field reporting systems, and budget monitoring tools.
- Complete a portfolio-worthy web application that showcases your ability to apply AI automation within the built environment.

## Prerequisites

Students should have basic familiarity with the Windows or Mac operating system, common AEC software such as AutoCAD, Revit, or Procore, and spreadsheet tools like Excel. Fluency in written and spoken English is required, as all course instruction and communication will be conducted in English.

## Curriculum

#### Lesson 1: Pre-Design & Programming

- Site Analysis & Zoning
- AI-Driven Building Programs
- Intro to Data Formatting
- Assignment: Graded Discussion Forum Post

#### Lesson 2: Schematic Design

- Iterative & Generative Design
- Real-time Cost Estimating
- Visual Concept Generation
- Assignment: Hands-On Quiz – Prompting Techniques

#### Lesson 3: Construction Documentation

- Scripting for CAD/BIM
- AI Code Studies
- Generating Sheet Lists & Notes
- Assignment: Midterm Submission – Spec Analysis & RFI Log

#### Lesson 4: Bidding & Proposals

- Bid Leveling with AI
- Writing Technical Proposals
- Qualification Evaluation
- Assignment: Hands-On Quiz – Predictive Analysis

#### Lesson 5: Construction Management

- AI Scheduling
- Field Report Analysis
- Real-time Budget Tracking
- Assignment: Hands-On Quiz – Pattern Techniques

#### Lesson 6: Finalizing the Project

- Commissioning Logs
- Post-Occupancy Scripts
- Deploying the App UI
- Assignment: Final Submission – Complete AI Web-App & Documentation

## Pricing

**Tuition:** $579