Foundations of a successful AI plan

Strategia per l'Intelligenza Artificiale (AI)

Vidhi Chugh

AI strategist and ethicist

AI-suitable problems

¹ Chip Huyen, Designing Machine Learning Systems

Assess the supply chain of a furniture manufacturer!

Assess the supply chain of a furniture manufacturer!

Assess the supply chain of a furniture manufacturer!

Assess the supply chain of a furniture manufacturer!

• Complete delivery or shortfall?

Any non-AI alternatives?

 

• Business rules
  • Static; not suitable for changing patterns

 

• What would happen when?
  • Priorities change based on varying factors
  • Order value, units, association, or product type

 

• Time for AI!

Is AI the right fit?

Business to technical mapping

 

         Quality labelled data

 

 

Technical mapping: binary classification

Economic value assessment

• Done:
  • AI potential and feasibility

• Results in timely deliveries, streamline operations, minimize human errors

• Next:
  • Ask for funding

• ROI, shaped by business alignment, feasibility, and potential impact

Let's practice!

Strategia per l'Intelligenza Artificiale (AI)