Most organizations introduce AI and improvement initiatives without integrating them into structured operational systems.

This leads to:

• Lack of governance

• Unstable processes

• Limited sustainable results

I combine:

• AI integration (AI-OPEX)

• Lean Manufacturing & Six Sigma

• Total Quality Management (TQM) structures

• Shopfloor Management systems built from zero

With deep experience in:

• Automotive industry environments

• International greenfield projects

• Complex business analysis and operational system design

This ensures that transformation is not theoretical—but implemented, stable, and scalable.