AML - Ops Environment Design

This section covers the infrastructure design required to implement AML - Ops in an enterprise environment. This includes the following key topics:

  1. Workspace Design:
    • When to create a workspace - such as one per project, one per business team etc
    • Number of environments required to move models to production - having Dev, Test, Prod environments and the relevant governance controls
  2. Enterprise Security:
    • Key design considerations for platform security
    • Networking considerations with a focus on private endpoints
    • Authentication and Role Based Access Control

This section will link to a reference validation checklist to review prior to moving to the "Deploy" phase.