• CRITICAL
  • WARNING
  • COMPLIANCE
  • HUMAN

How to audit structural designs with your AI

Connect your AI to your design data to run rigorous compliance checks. It forces the model to think like a forensic engineer.

Ask AI about this page

Short answer

How can I use AI to audit my structural designs?

Your AI uses the Engineering Compliance Prover to identify controlling failure modes and validate load paths. This process uncovers design weaknesses by testing how loads move through your specific geometry.

Audit outcomes

Where your findings land.

The AI categorizes every issue based on its impact on the design.

CRITICAL

Immediate failure modes

The AI flags structural elements that cannot support the design loads. These are your highest priority fixes.

WARNING

Load path gaps

The AI identifies where load paths become inefficient or indirect. This helps you optimize the structural flow.

COMPLIANCE

Code deviations

The AI checks your design against specific engineering standards. It highlights where your math misses the mark.

HUMAN

Expert review needed

The AI flags ambiguous geometry or complex junctions. These areas require your manual sign-off and judgment.

The workflow

What your AI does when the design arrives.

The AI doesn't just read your files; it actively tests the physics of your concept.

  1. Map the geometry

    The AI parses your structural model to understand the relationship between members and connections.

    validate_engineering_compliance

  2. Trace the loads

    It follows the path of forces from the application point through the entire structure.

    validate_engineering_compliance

  3. Identify failures

    The AI looks for the specific points where the design is most likely to fail under stress.

    validate_engineering_compliance

  4. Verify compliance

    The final check ensures the design meets the required engineering constraints.

    validate_engineering_compliance

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap the bracketed text with your specific project details or file names.

Engineering Compliance Prover Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_WX6gmq5KCujIVI15RlJVQQniTOnVLSPvvQJbaqnN/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Engineering Compliance Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "engineering-compliance-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WX6gmq5KCujIVI15RlJVQQniTOnVLSPvvQJbaqnN/mcp"
    }
  }
}
Copy into chat04

  • Analyze the load path for the steel frame in the current project folder.

  • Identify the controlling failure mode for the concrete slab in my design file.

  • Check the connection details in the structural model for compliance issues.

  • Find any gaps in the load path for the roof assembly in this design.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Engineering Compliance Prover once, then ask.

One connection gives your AI access to these tools. Your credentials stay encrypted and secure.

Connect Engineering Compliance Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my CAD files directly?

    No. The AI only analyzes and validates your designs. You must make all physical changes to your models yourself.

  • 02

    Does the AI replace a licensed engineer?

    No. The AI acts as a secondary check to find errors. All final structural decisions and sign-offs must be done by a human engineer.

  • 03

    What kind of files can it audit?

    The AI can audit any structural data provided through the connection, provided the data is accessible to the tool.

  • 04

    Will the AI delete my design data?

    No. The tool is read-only for your design files. It cannot delete or overwrite your work.

  • 05

    How does it know which failure mode is controlling?

    It calculates the stress levels across all members and identifies the one closest to its limit.

  • More questions about Engineering Compliance Prover? The Connector page answers them. See everything the Engineering Compliance Prover Connector can do

Connect Engineering Compliance Prover to Claude, Cursor, ChatGPT & more