Capital One’s Cat Posey on How to Build a Machine Learning Team

I spoke with Cat Posey, Sr. Technology Director, Machine Learning, at Capital One, about strategies for effective collaboration in machine learning, including the value of building relationships.

Where are companies with AI deployments at this point? I’ve heard that only 4 percent of companies have successfully deployed AI. Why is it so challenging?
If you’d give companies 2-3 recommendations for building out an AI team, what would they be?
Let’s get a brief sense of the projects Capital One’s AI/ML teams are working – what’s a key project at this point?
Looking to the future: How is the role of machine learning teams evolving, and what does the future looks like at large tech organizations amid a persistent skills shortage?

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