Automated Structural and MEP Design

This application area focuses on automating the production of structural and MEP (mechanical, electrical, plumbing) designs and documentation for building projects. It ingests architectural plans, codes, and standards, then generates coordinated engineering calculations, layouts, and permit-ready drawing sets. The system continuously updates designs when upstream inputs change, maintaining consistency across disciplines and enforcing compliance with relevant building codes and engineering standards. It matters because traditional structural and MEP engineering workflows are labor-intensive, fragmented across multiple consultants, and prone to coordination errors that cause redesign cycles and permitting delays. By using AI to codify engineering rules, interpret drawings, and automate repetitive calculations and documentation, firms can compress design timelines, reduce rework, and deliver more predictable, compliant engineering output without scaling headcount linearly—improving both project economics and delivery reliability.

The Problem

Your structural & MEP designs still break every time the architect changes a wall

Organizations face these key challenges:

1

Weeks lost every time an architectural change forces manual redesigns

2

Structural and MEP consultants working in silos, leading to clashes and RFIs on site

3

Senior engineers stuck re-checking routine calcs and drawings instead of solving hard problems

4

Permit sets bouncing back due to missed code requirements or inconsistent documentation

Impact When Solved

Faster, more reliable design cyclesLower rework and coordination costsScale engineering output without scaling headcount

The Shift

Before AI~85% Manual

Human Does

  • Interpret architectural plans and manually derive structural and MEP requirements
  • Run engineering calculations in spreadsheets or point tools
  • Draft layouts and details in CAD/BIM and keep them updated as designs change
  • Coordinate across disciplines via meetings, emails, and markups

Automation

  • Limited rule-based checks in design tools
  • Basic clash detection in BIM environments
  • Template-based drawing production with heavy manual setup
With AI~75% Automated

Human Does

  • Define design intent, constraints, and key engineering assumptions
  • Review and approve AI-generated designs, calculations, and drawings
  • Handle complex edge cases, novel systems, and high-risk decisions

AI Handles

  • Ingest architectural plans, codes, and standards and propose compliant structural and MEP schemes
  • Automate routine calculations, sizing, and layout generation across disciplines
  • Continuously regenerate and coordinate drawings when upstream inputs change
  • Run rule-based checks for code compliance and consistency before permit submission

Operating Intelligence

How Automated Structural and MEP Design runs once it is live

Humans set constraints. AI generates options.

Humans choose what moves forward.

Selections improve future generation quality.

Confidence95%
ArchetypeGenerate & Evaluate
Shape6-step branching
Human gates2
Autonomy
50%AI controls 3 of 6 steps

Who is in control at each step

Each column marks the operating owner for that step. AI-led actions sit above the divider, human decisions and feedback loops sit below it.

Loop shapebranching

Step 1

Define Constraints

Step 2

Generate

Step 3

Evaluate

Step 4

Select & Refine

Step 5

Deliver

Step 6

Feedback

AI lead

Autonomous execution

2AI
3AI
5AI
gate
gate

Human lead

Approval, override, feedback

1Human
4Human
6 Loop
AI-led step
Human-controlled step
Feedback loop
TL;DR

Humans define the constraints. AI generates and evaluates options. Humans select what ships. Outcomes train the next generation cycle.

The Loop

6 steps

1 operating angles mapped

Operational Depth

Technologies

Technologies commonly used in Automated Structural and MEP Design implementations:

+10 more technologies(sign up to see all)

Key Players

Companies actively working on Automated Structural and MEP Design solutions:

+3 more companies(sign up to see all)

Real-World Use Cases

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