Foundry solution planning Model selection, deployments, security, ops
Choose services and models
- Match LLM / SLM / multimodal models to the task and cost/latency budget.
- Select Foundry services for generation, grounding, vector search, agents, or multimodal work.
- Plan memory, tool, and knowledge integrations for agent solutions.
Secure and operate
Identity
Entra ID / managed identity; least-privilege RBAC
Network
Private endpoints and controlled egress for tools
Capacity
Quotas, provisioned throughput, cost alerts
Responsible AI
Safety filters, blocked topics, trace logging
Exam Focus Areas
- CI/CD should version prompts/agent configs with evaluation gates before prod.
- Separate invoke roles from deployment-admin roles.
