Fortunately, Google Cloud provides a host of tools on their AI Platform to help with every part of the end-to-end AI lifecycle, from data warehousing with BigQuery to machine learning development with AI Platform. Perhaps the most impressive of these tools is the new AI Platform Pipelines solution. With this tool, Google is uniting all the complicated processes involved with AI development from data extraction to model deployment.

Google is also including its existing AutoML solution in a more democratized manner within AI Platform, so it fits into workflows more effectively. The Call Center AI and Document AI platforms exist in one form or another on the other cloud providers, so its great to see Google including some managed solutions for both of those topics, as large enterprises are beginning to try AI-based customer service and document analytics.