AI in Construction - The Complete Applied Guide скачать в хорошем качестве

AI in Construction - The Complete Applied Guide

Free AI in construction slides and courses: https://www.skool.com/construction-co... Join ContractorOS & leverage AI in your construction business: https://www.skool.com/contractor-os Get started with Operum (AI-Enhanced Estimating Software): https://www.operum.io/ Become a Certified Construction Manager (PMP for Construction): https://courses.construct-iq.com/bund... Work with me: https://calendly.com/timothyafairley/... Connect with me on LinkedIn:   / timothy-fairley-7b0141a0   This video is a complete guide to implementing `ai in construction` projects and businesses. It aims to show what `ai tools` can do and how to find practical uses for `generative ai`. Learn how to leverage `ai automation` to improve `ai business` processes, promising genuinely useful applications by the end of the course. Timestampls *0:00:00 - Introduction & Course Overview* The speaker outlines the goal of the guide and breaks down the upcoming 9 sections of the course. *0:02:11 - Section 1: Realistic Predictions for AI in Construction* A deep dive into how technology will realistically shape the construction industry, including 7 concrete predictions about the future of AI, robotics, and the changing role of construction managers. *0:22:09 - Section 2: AI Fundamentals (How LLMs Actually Work)* An overview of how Large Language Models (like ChatGPT and Claude) function, covering concepts like tokenization, temperature/randomness, context windows, and hallucination risks. *0:45:53 - Section 3: Prompting vs. Context Engineering* A guide to moving beyond basic prompt engineering to "context engineering"—focusing on how to supply AI with the right structural information, guardrails, and context to get reliable outputs. *1:02:55 - Section 4: Customizing AI with Your Data (RAG)* Strategies for taking your specific business data and using Retrieval-Augmented Generation (RAG), style prompts, and memory features to get non-generic answers tailored to your past projects. *1:24:05 - Section 5: Connecting AI to External Tools (MCP)* How to break AI out of the standard chat interface and connect it to external tools like Google Drive, Notion, AirTable, or Bluebeam using Model Context Protocol (MCP). *1:32:42 - Section 6: Automating Construction Management Tasks* A breakdown of how to use no-code tools like Zapier or n8n to automate repetitive administrative workflows, such as updating RFIs, site diaries, and document control. *1:54:53 - Section 7: Mastering Construction Data* How to correctly leverage project data, structure production rate libraries, and combine AI pattern-matching with both structured and unstructured data to make better business decisions. *2:15:03 - Section 8: Becoming an AI-First Construction Company* A strategic framework for integrating AI safely into your company processes, understanding where it excels versus where it fails, and setting up necessary human-in-the-loop guardrails. *2:48:58 - Section 9: 59 Practical AI Use Cases for Contractors* A rapid-fire overview of specific, practical AI applications categorized by estimating, contract management, design management, scheduling, quality, and more.