Big Business, Big Barriers? Stress-Testing AI Initiatives.

In this case study, I will take you through the implementation project of an AI-driven optimisation tool in the production chain of a large international tire manufacturer. I was part of a team made up of IT strategy and global AI executives. Together we worked through a variety of challenges that can arise in a multinational corporate environment.

The starting point was a lack of clear strategic direction and a culture of experimentation. One of the biggest obstacles was the lack of a data strategy, coupled with the reluctance of senior management and different parts of the organisation to provide the necessary data.

In this talk, I will discuss why a team of data scientists and machine learning engineers alone is not enough. I will highlight the various organisational barriers that can arise and how they can be overcome. The talk will also highlight the importance of a structured organisation and a comprehensive strategic approach to AI.