Wednesday, 15 April 2026

AI-Assisted Detailing vs Real Fabrication Detailing

 AI-Assisted Detailing vs Real Fabrication Detailing

In recent years, “AI-assisted detailing” has been promoted as a way to automate drawing production for steelwork fabrication. While these tools can improve drafting speed, they often miss the fundamental requirement of fabrication: delivering clear, practical, and buildable information.

AI-assisted detailing typically focuses on:

  • Automatically placing dimensions
  • Suggesting annotations
  • Increasing drawing completeness

However, more information does not necessarily result in better drawings.


Split image showing AI-generated steel drawings with excessive dimensions on one side, and a real fabricator cutting steel using a grinder with a simple, practical drawing on the other.



🧠 The Reality of Steel Fabrication

In many fabrication workshops, steel is still cut and prepared using:

  • Oxy cutting
  • Angle grinders
  • Manual fit-up processes

In these environments, overly detailed drawings—such as those filled with X and Y coordinate systems or excessive dimensions—can create confusion rather than clarity.

What fabricators actually need is:

  • Clear cut lengths
  • Simple offsets and references
  • Practical, easy-to-read drawings aligned with how the work is performed

⚙️ The Role of Rule-Based Detailing

Well-developed rule-based detailing systems, such as those used in Tekla Structures or customised CAD workflows, embed fabrication knowledge directly into the drawing process.

These systems:

  • Apply predefined connection and detailing standards
  • Produce consistent, fabrication-ready outputs
  • Reflect workshop practices and capabilities

When properly configured, rule-based detailing removes the need for AI to “guess” what should be included in a drawing.


👷 Experience Still Matters

Detailers with decades of experience understand:

  • What information is critical
  • What can be omitted
  • How drawings are interpreted on the workshop floor

This level of judgement cannot currently be replicated by AI.


🧭 Our Approach

At Hamilton By Design, we focus on delivering engineering outcomes, not just automated drawings.

Our process:

  • Starts with accurate, real-world data (including LiDAR where required)
  • Applies structured, rule-based detailing aligned with fabrication practices
  • Produces drawings that are clear, practical, and ready to build

✅ The Bottom Line

AI can assist drafting workflows, but it does not replace:

  • Fabrication knowledge
  • Engineering judgement
  • Workshop experience

The goal is not to produce more drawings faster.
The goal is to produce the right drawings for how the steel is actually fabricated.


Steel Detailing 


CAD Drafting