Risk Pro

Success Stories

Unilever and Recruitment - Risky Business!

AI Ethics at Unilever: From Policy to Process (mit.edu)

Group Exercise:

1) What are the five stages in AI Ethics development, according to the MIT business team?

2) Give one example of how Unilever implemented Human-in-the-loop?

3) How did they manage compliance?

4) How did they make it easier on the internal team?

Capital One - Data First

Capital One - 50% Technology & 50% Culture

Lesson Learned

Citi Group - Not ready

Capital One - Distributed Training

Embedded Data Scientists and Analysts: Capital One integrates data scientists and analysts within business units, fostering close collaboration between data experts and business stakeholders.

Citi - Central Congestion

Centralized Data Teams: Citi maintains centralized data teams that manage enterprise-wide data initiatives, ensuring consistency and standardization across the organization.