ALM, Environments and Promotion Strategy
AB-100 deployment includes ALM for AI data, Copilot Studio agents, connectors, actions, Foundry Agents service, custom AI models, and AI in Dynamics 365 finance, supply chain, customer experience, and service apps.
How to study for Microsoft AB-100
Treat each item as an architecture decision: identify the business process, select the Microsoft AI pattern, then add ALM, telemetry, security, responsible AI, and governance controls.
Core concepts
Concept 1
AI ALM should control environments, solution packaging, versioning, promotion, testing, rollback, connectors, actions, prompts, data, and model artifacts.
Exam cue: Use ALM when the question asks how changes move from development to test to production.
Concept 2
Copilot Studio agents and Microsoft Foundry Agents require lifecycle processes for change management, dependencies, approval, and deployment.
Exam cue: Use versioning and rollback when prompts, connectors, actions, or custom models change.
Concept 3
AI in Dynamics 365 apps should follow release practices that protect data, integrations, and business-process continuity.
Exam cue: Use environment strategy when dev, test, and prod isolation or third-party AI solutions are involved.
Risk pitfalls and guardrails
Editing production agents directly without a promotion path.
Guardrail: Avoid defaulting to custom agents, skipping grounding-data checks, or treating prompts and connectors as outside the release process.
Versioning app code but not prompts, data, connectors, or model artifacts.
Guardrail: Avoid defaulting to custom agents, skipping grounding-data checks, or treating prompts and connectors as outside the release process.
Ignoring dependencies between Dynamics 365 apps and AI components.
Guardrail: Avoid defaulting to custom agents, skipping grounding-data checks, or treating prompts and connectors as outside the release process.
Memory anchors
AI ALM
AI ALM manages lifecycle, environments, versioning, testing, deployment, and rollback for AI components.
Environment Strategy
An environment strategy separates development, test, production, and governed access.
Solution Promotion
Solution promotion moves approved components between environments through controlled release steps.
Connector Lifecycle
Connector lifecycle controls changes to external connections used by agents or apps.
Action Lifecycle
Action lifecycle controls changes to agent actions and their permissions.
Prompt Lifecycle
Prompt lifecycle controls prompt creation, testing, versioning, approval, and rollback.
Model Artifact
A model artifact is a versioned model or related asset deployed through lifecycle controls.
Rollback Plan
A rollback plan defines how to restore a previous stable AI solution state.
Checkpoint rule
Do the check-up only after you can summarize each concept in one sentence and identify one dangerous pitfall from memory.
Knowledge Check (after reading)
Short check-up to confirm understanding of this module.
Check-up Questions
A Copilot Studio agent is edited directly in production to fix a prompt. What ALM risk does this create?
A team needs separate development, test, pilot, and production environments for an agent. What is the primary benefit?
Answer all questions to submit.
Next step personalized recommendations
Continue learning
Move forward only after this module is stable.
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