For millenia, people have used the North Star to navigate physical space. It's easy to find, and easy to use.
We created the Depth Chart to provide a "North Star" to the broad stakeholders of artificial intelligence.
Today, the visuals used by data scientists are complex, like the UMAP below. Each map is different, each time you render it.
Current approaches for looking at models are random, slow, and subjective.
Look at a Depth Chart versus T-SNE (another common map in data science). Refresh or turn this page and look again.