781: Ensuring Successful Enterprise AI Deployments — with Sol Rashidi

Prioritization

In the realm of AI project prioritization, Sol Rashidi emphasizes the importance of balancing business value with other critical factors. She explains that while business value is significant, it is just one of twelve questions she considers when prioritizing AI projects. Rashidi utilizes frameworks like the RICE model, which evaluates projects based on reach, impact, confidence, and effort, to ensure that projects with the highest probability of success are prioritized 1 2.

The juice versus the squeeze just isn't worth it.

--- Sol Rashidi

This approach helps avoid investing in projects that may not deliver the desired outcomes.

   

Deployment Success

Successful AI deployments often hinge on selecting projects with high criticality and low complexity. Rashidi argues that focusing solely on business value can be misleading, as it doesn't guarantee successful execution 3. She introduces the criticality-complexity matrix, a framework that assesses projects based on their potential threats, regulatory pressures, and market dynamics, alongside their complexity in terms of infrastructure and data requirements 4.

Strategy without proper execution is basic hallucination.

--- Sol Rashidi

This method ensures that AI strategies are not only visionary but also executable.