Put machine-learning models into production, operate them as demand grows, and improve them over time while keeping ownership of the intellectual property.
Your AI team is still forming, or demand exceeds its delivery capacity
You expect to use the models for 24 months or more and need to own their intellectual property
You need to reduce upfront capital expense by shifting early costs to operating expense
Your R&D capacity cannot keep pace with new model development on its own