IBM is pushing it as a pipeline for building, managing, and running machine learning models through visual tools for each step of the process and RESTful APIs for deployment and management.

API vulnerabilities span commonly used DevOps tools, with DevOps tools and development frameworks contributing a combined 42.6% to the vulnerability spectrum, according to the report.