Claude AI for Structural Engineers: From Drawings to Design, Faster
Spend your hours on engineering, not on data entry, re-typing, and report formatting. In this hands-on 10-hour program, structural engineers learn to use Claude AI to read architectural drawings, extract geometry from DXF files, build and check design calculations, automate Revit and ETABS/SAP2000 models, and produce calculation reports and site correspondence in a fraction of the usual time.
You keep the engineering judgment. Claude takes the repetition. This course does not claim that AI designs structures. It teaches a disciplined workflow in which every AI output is verified by the engineer before it is used, and verification is practised in every session.
Duration: 10 hours (5 sessions x 2 hours)
Teaching Methodology: Hands on
Course Schedule: Schedule
Fees: Contact us
Course Mode: Blended – Face-to-face or online via Zoom
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OVERVIEW
Structural engineers lose a large share of every project to work that is not engineering: re-entering grids and columns from architectural drawings, rebuilding the same calculation sheets, modelling frames element by element, and formatting reports and RFI responses. This course shows how to hand that work to Claude AI while keeping full control of the design.
The entire course is built on one real project, a 4-storey reinforced concrete building supplied as DWG/DXF and PDF drawings. Participants take it from architectural drawings to structured geometry data, verified calculations, an automatically generated analysis or BIM model, and a design report. In the final session, they repeat the full workflow on a new building on their own.
LEARNING OUTCOMES
By the end of this course, participants will be able to use Claude as a disciplined engineering assistant, build and verify design calculations with every assumption visible, extract structural data from PDF and DXF drawings, generate Python and Excel tools without prior programming experience, drive Revit and ETABS/SAP2000 through their APIs, and produce professional engineering documentation quickly.
AUDIENCE
Practising structural and civil engineers, BIM engineers working on structural teams, structural design offices and consultants, and final-year civil engineering students who want to apply AI to real design workflows.
PREREQUISITES
Working knowledge of structural analysis and reinforced concrete or steel design, and basic AutoCAD. Knowledge of Revit or ETABS/SAP2000 is an advantage. No programming experience is required. Participants need a laptop and a Claude account; a paid Claude plan is recommended for file analysis and longer working sessions.
MAIN TOOLS USED
Claude AI, AutoCAD and DXF files, Python with the ezdxf library, Microsoft Excel, Autodesk Revit with pyRevit or Dynamo, and ETABS/SAP2000.
WHAT PARTICIPANTS WILL CREATE
- A Claude Project set up for a structural job, with design basis, code, and materials as standing context
- A verification checklist for AI-generated engineering output
- A verified beam design calculation and a reusable Excel design sheet
- A Python script that extracts grids, levels, and columns from a DXF file into a structured table
- A script that generates the structural model automatically in Revit or ETABS/SAP2000
- A capstone design package: geometry table, preliminary layout, key calculations, model, and design report
TOOLS USED IN THIS COURSE
Click a category below to see the tools used at each step of the workflow. Participants choose a Revit track or an ETABS/SAP2000 track for the automation session.
AI & Engineering Tools for Structural Workflows
AI Assistant
AI assistant used throughout the course to read drawings and documents, structure calculations, write and debug scripts, interpret analysis results, and draft engineering reports.
Drawings & Geometry Extraction
Preparing architectural drawings for AI processing: layer cleanup, purging, and DXF export.
Calculations & Design Sheets
Reusable design sheets with separated inputs, formulas, and pass/fail checks, and post-processing of analysis output.
BIM Automation
Structural BIM model generated automatically from extracted geometry: grids, levels, columns, and framing.
LEARNING OUTCOMES
After completing this course, participants will be able to:
- Explain where AI adds value in a structural office and where it fails, and apply a verification routine to every AI output.
- Write structured prompts that state the design code, units, materials, inputs, and assumptions explicitly.
- Produce step-by-step load takedowns and member design calculations with formulas and code references visible.
- Convert verified calculations into reusable Excel design sheets and short Python tools.
- Extract grids, levels, columns, walls, and spans from PDF and DXF drawings, and measure the accuracy of each method.
- Generate structural models automatically in Revit or ETABS/SAP2000 from extracted data.
- Interpret analysis output to identify governing combinations, critical members, and anomalies.
- Draft design basis reports, calculation reports, technical letters, and RFI responses in English and Arabic.
RECOMMENDED LEARNING PATH
For a stronger professional workflow, we recommend the following learning path:
Frequently Asked Questions
What will I learn in the Claude AI for Structural Engineers course?
You will learn to use Claude AI to read architectural plans and elevations, extract grids, levels, and columns from DXF files, build and verify design calculations, generate Excel design sheets, automate Revit and ETABS/SAP2000 models through their APIs, and produce calculation reports, design basis reports, and RFI responses.
Can Claude design a structure on its own?
No. Claude accelerates data extraction, modelling, calculations, and documentation, but the structural system, code compliance, and final design remain the engineer's responsibility. Every session in this course teaches how to verify AI output before using it.
Who should take this course?
This course is designed for practising structural and civil engineers, BIM engineers working on structural teams, and final-year civil engineering students who want to apply AI to real design workflows.
Do I need programming experience?
No programming experience is required. Claude writes the Python and Excel tools, and the course teaches you how to run, test, and adapt them. Working knowledge of structural analysis and design and basic AutoCAD are required; Revit or ETABS/SAP2000 knowledge is an advantage.
Is the course available online?
Yes, the course can be attended face-to-face at ETC in Dbayeh or online via Zoom in a blended format.
How long is the course?
The course is 10 hours of hands-on practical training, delivered across 5 sessions of 2 hours each. An optional sixth session for capstone review extends it to 12 hours.
Which tools are used in the course?
The course uses Claude AI, AutoCAD and DXF files, Python, Excel, Revit with pyRevit or Dynamo, and ETABS/SAP2000. Participants choose a Revit track or an ETABS/SAP2000 track for the automation session.
Do you provide certificates?
Yes, participants receive a Certificate of Completion from ETC Expertise Training Center, a licensed school accredited by the Ministry of Education, upon successful completion of the course. For more information, visit our certification roadmap.
Can I try the first session before registering?
Yes, you can attend the first session as a free trial before officially registering.
Can I pay in installments?
Yes, installment payment options are available.
Do you offer onsite training for engineering firms?
Yes, ETC offers onsite training for structural design offices, consultants, and contractors throughout Lebanon and internationally upon request.
COURSE CONTENTS
Part 1 - AI Foundations and Engineering Calculations
- Session 1 — Claude as an Engineering Assistant
- Where AI fits in a structural office: mapping project hours from concept to site queries
- What AI does well and where it fails: arithmetic slips, invented code clauses, misread dimensions
- Claude fundamentals: Projects, file uploads, code execution, and data confidentiality
- The structural prompt framework: role, code and units, inputs, assumptions, required output
- Verification as a discipline: hand checks, unit checks, order-of-magnitude checks, clause look-ups
- Practical output: Claude Project for the course building and a personal verification checklist
- Session 2 — Calculations, Codes and Design Checks
- Load takedown, tributary areas, and load combinations per the selected design code
- Step-by-step design of RC beams, slabs, columns, and isolated footings with every step visible
- Using code execution for computation instead of in-text arithmetic
- Turning a verified calculation into a reusable Excel design sheet with pass/fail checks
- AI as reviewer: auditing a calculation with seeded errors
- Practical output: verified beam calculation and reusable Excel design sheet
Part 2 - From Drawings to Automated Models
- Session 3 — From Architectural Drawings to Structural Data
- Reading PDF plans, sections, and elevations: what Claude reads reliably and what it misreads
- Preparing the CAD file: layer standards, purging, and DXF export
- DXF to data with Python: extracting grids, columns, walls, levels, and spans into Excel/CSV
- AI-proposed preliminary structural layout, critiqued for load path, spans, and architectural conflicts
- Measuring accuracy: visual reading vs. DXF extraction on the same building
- Practical output: DXF extraction script and verified geometry table
- Session 4 — Automating Your Structural Software
- Automation map: Revit for BIM, ETABS/SAP2000 for analysis, Excel and Python as the bridge
- Revit track: generating grids, levels, columns, and framing with pyRevit or Dynamo
- ETABS/SAP2000 track: building the frame model, assigning loads, running the analysis, and extracting forces through the OAPI
- Debugging with Claude: reading errors, stating API versions, and avoiding invented functions
- Safe scripting practice: test files, backups, and small batches
- Practical output: model-generation script and automatically generated model of the course building
Part 3 - Documentation and Capstone Project
- Session 5 — Reports, Documentation and Capstone
- Design basis reports, calculation reports, drawing notes, and specifications from project data
- Interpreting analysis output: governing combinations, critical members, and anomalies
- Site and client communication: RFI responses, site instructions, and plain-language explanations in English and Arabic
- Capstone: a new building taken from DXF to geometry, layout, calculations, model, and design report
- Mandatory verification log for the capstone project
- Practical output: capstone design package and personal AI workflow plan
- Optional Session 6 — Capstone Review and Office Workflow Clinic (12-hour version)
- Capstone presentations and instructor review of each verification log
- Applying the workflow to participants' own office projects and templates
- Certificate assessment
- Practical output: reviewed capstone and workflow implementation plan