Artificial intelligence lifecycle governance spherical visualization

A computer program product comprising one or more computer readable storage media having program instructions collectively stored on the one or more computer readable storage media, the program instructions executable to:

• normalize an artificial intelligence model input data set;
• encode a data point of the artificial intelligence model input data set;
• convert the encoded data point into an angle on a spherical coordinate system to determine a basis vector direction for data within the artificial intelligence model input data set;
• generate a basis vector comprising the encoded data point based on the angle and the normalizing;
• and
• generate instructions to render a spherical model comprising the basis vector, wherein the instructions are configured to cause a client device to render the spherical model.

A system comprising:

• a processor set, one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable to:
• normalize an artificial intelligence model input data set;
• encode a data point of the artificial intelligence model input data set;
• convert the encoded data point into an angle on a spherical coordinate system to determine a basis vector direction for the data within the artificial intelligence model input data set;
• generate a basis vector comprising the encoded data point based on the angle and the normalizing;
• and
• generate instructions to render a spherical model comprising the basis vector, wherein the instructions are configured to cause a client device to render the spherical model.