AI COLLABORATION · AUTOMATION WORKFLOW

AI-Assisted Research and Intelligent Modeling Workflow

A collection of real AI collaboration cases covering requirement decomposition, controlled execution, SolidWorks automation and patent-drawing processing.

StatusReal task records, scripts, models and image-processing outputs exist; this is not one installable product.
RoleIndependent project owner
DeliveryPrototype, concept or workflow evidence
BoundaryClaims limited to reviewed evidence

Background

Positioning and problem

A collection of real AI collaboration cases covering requirement decomposition, controlled execution, SolidWorks automation and patent-drawing processing. The work separates requirements, implementation, testing and public evidence so the project can be evaluated without overstating its maturity.

Core Scope

Features and engineering scope

01

Problem and scope definition

This capability is implemented or documented according to the verified project status above.

02

Modular workflow design

This capability is implemented or documented according to the verified project status above.

03

AI-assisted implementation

This capability is implemented or documented according to the verified project status above.

04

Testing and evidence review

This capability is implemented or documented according to the verified project status above.

05

Privacy and risk boundaries

This capability is implemented or documented according to the verified project status above.

06

Iterative documentation

This capability is implemented or documented according to the verified project status above.

My Role

Responsibilities

  • Defined requirements and acceptance criteria.
  • Designed the workflow and information structure.
  • Used AI tools for implementation, debugging or investigation.
  • Reviewed outputs and documented limitations.

AI assistance does not replace responsibility for requirements, safety boundaries, testing or final acceptance.

Workflow

Project workflow

Define
Design
Build
Test
Review
Document

Tech Stack

Technology and methods

  • Codex
  • Python
  • SolidWorks API
  • C#
  • Automation
  • Acceptance Testing

Verification

Current verification status

Real task records, scripts, models and image-processing outputs exist; this is not one installable product.

  • Evidence statementReviewed
  • Public sourceLimited or pending
  • Online demoNot claimed unless explicitly shown