We Analyzed 1,384 Hours of CAD Work

And found that engineers are losing over 42 hours per year to invisible bottlenecks.

The AIblem That Started It All

It began with a simple observation: CAD professionals — the people who design the buildings we live in, the cars we drive, the products we use — were spending a significant portion of their day not designing, but thinking about designing.

As a team of engineers and data scientists, we knew this had to be quantifiable. So we analyzed the largest publicly available dataset of recorded CAD workflows — CAD 1000 Hours — containing over 1,000 hours of screen recordings, mouse/keyboard events, and frame-level annotations across 597 workflows and 10 different CAD platforms.

The results were both alarming and actionable:

  • 3.1% of total workflow time is pure idle/decision-making waste
  • 6,892 context switches per 500 workflows (avg 9.6s each)
  • 154,584 seconds lost to cognitive overhead across just 500 sessions
  • STAAD.AI users lose 11% of their time to bottlenecks
1,384+
Hours of recorded CAD workflow data analyzed
500
Workflows sampled with proportional representation
10
CAD platforms covered
9,973
Dataset files examined

Our Mission

We believe every hour an engineer spends thinking about what to do next is an hour stolen from actual design work. GEAU.AI exists to give those hours back — not through automation that replaces human creativity, but through intelligent assistance that removes the cognitive friction between intention and execution.

The name GEAU stands for Gesture-Enhanced Augmented Utility — our approach to understanding and enhancing the physical gestures (mouse, keyboard, touch) that form the interface between human intention and digital creation.

The Team

MH

TheMadHacker

Founder & Lead Engineer

Full-stack engineer with deep expertise in CAD systems, machine learning, and workflow optimization. Passionate about making engineering tools that get out of the way.

TL

TheMadHacker LLC

Company

A small, focused team building tools that matter. We believe in shipping quality software and listening to our users.

Our Values

🔬

Data-Driven

Every feature decision is backed by real user behavior data, not assumptions.

🔒

Privacy First

Your designs stay yours. We analyze behavior, never content.

⚡

Performance Obsessed

GEAU.AI adds zero overhead. If it slows you down, we've failed.

🤝

User-Centric

We build for engineers, by engineers. Every feature is tested in real workflows.