{"id":94607,"title":"Structured AI📐: Agentic workforce for construction design engineering","tagline":"Our AI workforce generates design documents and checks them for errors, right inside your existing software.","body":"### **TL;DR**\n\nStructured AI is building the **AI workforce for construction design engineering**, starting with AI agents that perform quality control on technical documents and drawings. Our agents learn your standards, apply the right building codes, and **automatically review your drawings**, so you see fewer clashes, fewer inconsistencies, and fewer costly RFIs and change orders.\n\n* ⚙️ **Automates QA/QC** across mechanical, electrical, structural and more\n* 🧩 Used by **multi-disciplinary design firms** to deliver projects faster with less risk\n* 🚀 **Mission:** Free engineers to focus on creative design, not repetitive admin\n\nLaunch Video: https://youtu.be/CRFsqOTynng\n\n### **❌ The Problem**\n\nThe construction industry's reliance on manual \"spot-checking\" for design errors costs **$177 billion** annually to fix mistakes that are discovered too late.\n\nSenior Engineers spend up to **50%** of their time cross-referencing 100-page drawing sets against 2,000-page building regulations by hand. This process is slow, tedious, and unreliable.\n\nErrors that are missed become exponentially more expensive to correct once construction is underway, causing massive project delays and budget overruns.\n\n---\n\n### **⚙️ The Solution**\n\nStructured AI is the **AI Quality Assurance platform.**\n\n1. **Proprietary Vision \u0026 Agents:** We trained a foundational vision model on **thousands** of engineering symbols to read plans like an expert.\n2. **100x Faster, 150% More Errors:** Our AI checks 100-page blueprints against 2,000 pages of building codes **in minutes.**\n3. **Cross-trade Checks:** Learns firm standards to detect inconsistencies across documents, drawings and Revit models, reducing cross-trade clashes before they occur.\n\n   ![uploaded image](/media/?type=post\u0026id=94607\u0026key=user_uploads/1527607/252c0ccd-bd5b-4118-b05f-1f9767d981a6)\n\n\n---\n\n### **👷‍♀️ The Team**\n\nThe team is made up of **Oxford University–trained AI researchers** with deep experience building software tools for AEC and enterprise automation, having developed and scaled in-house AI tools at **Syska Hennessy Group**, a top US MEP (mechanical, electrical, plumbing) engineering firm. \n\n* **Brandon (CTO):** Authored papers for **NeurIPS** and **ChromaDB** (reviewed by Stanford's AI Lab) and created the first open-source **RAG chunking evaluation** framework.\n* **Raymond (CEO):** Built automation at **Goldman Sachs** and the **London Stock Exchange**; implemented an AI system at a £1B VC that increased deal flow 20×.\n* **Issy (COO):** First undergrad Director at Oxford's VC Fund, led investments later backed by a16z and Tim Draper; previously investment banking at **Greenhill.**\n\n### **🏗️ Why Construction Engineering?**\n\nBrandon started coding and making games when he was 12. At 17, a YouTube video he made demonstrating a fighter jet trained with deep reinforcement learning to dodge missiles went viral. This led to him being scouted by a US construction contractor to apply that same algorithm to MEP pipe routing optimization. He then spent the next six years, throughout high school and university, contracting and building AI tools for the construction and engineering industry. He later led innovation and scaled AI tools in-house at a top US engineering firm, ultimately spinning out with his team to form Structured AI.\n\nRaymond initially pursued architecture and engineering, but was talked out of the profession during an internship. Junior architects warned him about the extensive manual \"grunt work\" that defined their roles, a prospect that deterred him so much he switched his studies to Maths \u0026 Stats at Oxford. He now views his work freeing engineers from these very tasks as a full-circle moment, allowing them to focus on their passions.\n\n![uploaded image](/media/?type=post\u0026id=94607\u0026key=user_uploads/1527607/1e2f9415-f8f3-419c-92d8-0e007f9919b9)\n\n---\n\n### **🙏 Our Ask**\n\nIf you lead **mechanical, electrical, civil, or structural design teams** and want to automate documentation or QA workflows, we’d love to show you Structured AI.\n\n👉 Book a call: https://www.getstructured.ai/ \n\n📩 Contact: [info@getstructured.ai](mailto:info@getstructured.ai) ","slug":"Obv-structured-ai-agentic-workforce-for-construction-design-engineering","created_at":"2025-10-14T19:17:28.011Z","updated_at":"2026-04-27T19:33:14.120Z","total_vote_count":212,"url":"https://www.ycombinator.com/launches/Obv-structured-ai-agentic-workforce-for-construction-design-engineering","share_image_url":"https://www.ycombinator.com/media/?type=post\u0026id=94607\u0026key=user_uploads/1527607/252c0ccd-bd5b-4118-b05f-1f9767d981a6","company":{"id":30845,"name":"Structured AI","slug":"structured-ai","url":"https://www.getstructured.ai/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/7b994637fa890bb7d41d69d022b3d15f6e4f3e8c.png","batch":"Fall 2025","industry":"Real Estate and Construction","tags":["Computer Vision","Construction","Architecture","AI"],"search_path":"https://bookface.ycombinator.com/company/30845"}}