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:
- 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
- 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.