Case Management Agent
Microsoft documents Case Management Agent as an autonomous service agent in Dynamics 365 Customer Service that can create and update cases from authenticated conversations and incoming email, draft and (where configured) send customer resolution emails, send rule-based follow-up emails, set case status to resolved and close linked open activities. Field prediction, update rules, autonomy level and representative review are administrator-configured.
Recorded characteristics
- Function
- Microsoft documents Case Management Agent as three administrator-configured features of one agent. (1) Case creation and update: the agent is invoked when a service representative accepts an incoming conversation request and when the conversation ends, across voice, live chat and other digital messaging channels, for authenticated chats only; it maps conversation context to the fields an administrator configured, predicts their values, creates a case only when it has enough context to populate the configured fields, saves the case automatically and adds a timeline note containing the conversation summary. Cases can also be created from incoming email through automatic record creation and update rules, which are deterministic platform rules rather than agent decisions. Autonomous field updates occur only where an administrator has defined update rules; Microsoft states that if no update rules are specified, the AI agent does not autonomously update any fields. In the assisted path a representative accepts or rejects suggested field values. (2) Case resolution: the agent identifies intent from an incoming email, gathers required customer information and drafts a professional email response. In the semi-autonomous configuration the representative must review and send the email. In the fully automated configuration the agent sends the email and resolves the case without requiring human intervention, the case is routed to a separate AI mailbox that a supervisor monitors, and the agent escalates the case to a representative when it cannot resolve it automatically. (3) Follow-up and closure: the agent checks whether a case meets the configured rules, maps the status reason value, determines whether the customer responded within the configured duration, sends follow-up emails, and in the autonomous configuration initiates the case resolution process, sets the case status to resolved after populating the configured case resolution fields, and closes all open activities linked to the case. Where confirmation is required, the representative reviews and sends each follow-up email and selects Resolve case to open the Case Resolution dialog. Microsoft describes the agent as automating the case life cycle including create, update, resolve and close; the operational pages describe the agent setting case status to resolved and closing linked open activities, and do not describe a separate agent-performed case Closed state transition distinct from resolved. Microsoft also documents a msdyn_invokeCaseProcessingAgent business event that lets developers invoke the agent programmatically, for example to extract information from an email and update the case, or to resolve a specific case. The highest authority established by current Microsoft documentation is case creation, case field updates, sending customer emails and setting case status to resolved with linked activities closed. Downstream routing, SLA processing, notifications, Power Automate flows and other platform automation triggered by a case state change are not attributed to the agent. Knowledge article authoring is not part of this capability.
- Data access
- Microsoft documents the agent operating on conversation transcripts from authenticated chat and from voice where transcription is enabled, incoming emails linked to a case, the case record and the case fields an administrator configured for AI prediction, and organization case records or uploaded spreadsheet records used by the field-prediction simulation feature. Knowledge articles used in drafted resolution emails appear as citations under Agent Sources, and case resolution requires Customer Intent Agent to be configured. The Responsible AI FAQ states the AI agents generate intents and knowledge articles based on data that already exists in the Dataverse instance and do not collect other data beyond basic telemetry and any feedback provided. Microsoft does not document independent tenant-wide access to Dynamics records beyond these documented sources.
- Actions
- Can take actions
- External actions
- Yes
- Human confirmation
- Conditional
- Permission basis
- Mixed
- Administrative control
- Administrators configure the agent under Customer support, Case settings, Case Management Agent, separately managing case creation and update, case resolution, and case follow-up and closure. Controls documented include case update rules with conditions and ordered execution, selection of the fields available for AI prediction, an activation toggle per rule, an option allowing the AI agent to override human edits during autonomous updates, experience profile settings controlling which representatives and channels can use autonomous case creation and update and form fill assistance, a simulation feature for evaluating field prediction accuracy against organization records or an uploaded spreadsheet limited to 100 records or 1 MB, and an optional setting to record transcripts of representative interactions with AI including representative actions and feedback on AI suggestions. Field-level AI updates are visible through the case Audit History page, which requires audit history access. Microsoft states that supervisors can monitor AI agent activity and case progress using the Agent Feed and Agent Supervisor views, which provide visibility into agent actions, communications, escalations and cases the agent handles. The Responsible AI FAQ states content moderation policies are applied on all generative AI requests, extending to jailbreaking, prompt injection, prompt exfiltration and copyright infringement, and advises that when autonomous approval is enabled there is a heightened risk of inadvertently exposing unintended information including personally identifiable information, so organizations should carefully review and monitor system outputs. That guidance is vendor advice rather than a documented technical restriction.
- Default state
- Disabled
- Availability
- Microsoft states that Case Management Agent is available in Customer Service only, on a page that otherwise covers agents shared with Dynamics 365 Contact Center. The follow-up and closure feature is documented as prerelease documentation and as a production-ready preview feature subject to supplemental terms of use. The pages for case creation and update and for case resolution reviewed on the verification date carry no preview or general availability label, so the lifecycle status of those features is not established. The Responsible AI FAQ states the system currently supports the English language only. No explicit list of supported regions is documented; administrators must configure the Power Platform setting for moving data across regions for Copilots and generative AI features as a prerequisite for case resolution.
- Licensing
- Microsoft does not map Case Management Agent to a specific Dynamics 365 licence tier in the documentation reviewed. Microsoft documents that the agent uses the Data Entry Agent in the background, that a Power Platform pay-as-you-go plan with an Azure subscription is required, and that the system charges when the agent runs. The field-prediction simulation feature is documented as consuming Copilot or AI credits.
- External model or provider
- Not established
- Limitations and uncertainty
- Microsoft does not identify the underlying model or model provider for Case Management Agent in the documentation reviewed, so the model and provider are not established. Precise licence tier requirements, supported regions and a general availability confirmation for the case creation, update and resolution features are also not established. Microsoft documents the agent setting case status to resolved and closing linked open activities; whether the agent itself performs a further distinct case closure transition is not established. Runtime authority differs by configuration: the fully autonomous resolution flow runs through a Dataverse application user assigned the Customer Service Representative role together with a shared mailbox, while assisted paths occur within a representative session, so the permission basis is recorded as mixed rather than a single identity model. External action is recorded as yes on the basis of documented outbound customer emails sent from a shared mailbox in the fully automated configuration and documented request calls to custom Copilot Studio agents; no further external system writes are attributed. Effectiveness depends on the quality and completeness of CRM data, the capability may be subject to usage limits or capacity throttling, and users are advised to actively review the AI-generated intent library and knowledge articles for accuracy.
Evidence
- Use Case Management Agent to create and update cases
Supports: Human confirmation · Actions · Admin controls · General · Primary source
In the assisted path the representative accepts or rejects suggested field values before they are applied.
The agent maps conversation context to configured fields, predicts values, creates a case only when it has enough context, saves the case automatically and adds a timeline note with the conversation summary.
Supervisors can monitor AI agent activity and case progress using the Agent Feed and Agent Supervisor views covering agent actions, communications, escalations and cases handled.
Field-level AI updates are reviewable through the case Audit History page, which requires audit history access.
- Autonomous service agents in Dynamics 365
Supports: General · Availability · Function · Primary source
Microsoft names Case Management Agent among autonomous service agents and states it helps automate the case life cycle: create, update, resolve and close.
Microsoft states Case Management Agent is available in Customer Service only.
Overview establishes the agent as one agent with creation, update, resolution and closure features rather than separate agents.
- Set up Case Management Agent to create and update cases
Supports: Function · Data access · Actions · Admin controls · Default state · Permission basis · Licensing · Limitations · Primary source
Agent is invoked when a representative accepts an incoming conversation request and when the conversation ends, across voice, live chat and other digital messaging channels, for authenticated chats only.
Administrators select the case fields available for AI prediction, including text, choice, currency and email field types.
Microsoft states that if no update rules are specified, the AI agent does not autonomously update any fields.
Administrators configure update rules with conditions and ordering, an activation toggle, and an option allowing the AI agent to override human edits during autonomous updates.
Setup requires explicit administrator configuration of case settings, prerequisites and experience profile settings before the agent operates.
Administrators performing setup must hold the CSR Manager or Customer Service Representative role.
A Power Platform pay-as-you-go plan with an Azure subscription is required because the agent uses the Data Entry Agent in the background and the system charges when the agent runs.
Case creation and update from conversations is documented for authenticated chats only, and voice requires transcription to be enabled.
- Set up Case Management Agent to resolve cases
Supports: Permission basis · External actions · Default state · Availability · Primary source
Fully autonomous resolution requires a Dataverse application user assigned the Customer Service Representative role, through which the agent manages autonomous cases and handles customer correspondence.
A shared mailbox is used for automated outbound emails so messages come from a centralized address.
Case resolution requires guided setup, a configured Customer Intent Agent, an application user and a shared mailbox before it operates.
Administrators must configure the Power Platform setting for moving data across regions for Copilots and generative AI features as a prerequisite.
- Use Case Management Agent to resolve cases
Supports: Function · Human confirmation · Actions · Data access · Admin controls · Primary source
The agent identifies intent from an incoming email, gathers required customer information and drafts a professional email response.
Depending on administrator configuration the agent either sends the email automatically or requires a representative to review and send it.
In the fully automated configuration the agent resolves cases without requiring human intervention and escalates to a representative when it cannot resolve the case.
Knowledge articles used in a drafted resolution email appear as citations under Agent Sources in the email editor.
Fully automated cases are routed to a separate AI mailbox that a supervisor monitors.
- Set up Case Management Agent for case follow-up and closure
Supports: Admin controls · Default state · Primary source
Administrators configure follow-up and closure rules, status reason mapping and the response duration used to evaluate customer replies.
Follow-up and closure must be explicitly set up under case settings before it runs.
- Use autonomous follow-up and closure of cases
Supports: Actions · External actions · Human confirmation · Availability · Limitations · Primary source
In the autonomous configuration the agent sets the case status to resolved after populating configured case resolution fields and closes all open activities linked to the case.
The agent sends rule-based follow-up emails to customers.
In the confirmation configuration the representative reviews and sends each follow-up email and selects Resolve case to open the Case Resolution dialog.
This feature is documented as prerelease documentation and as a production-ready preview feature subject to supplemental terms of use.
Operational pages describe the agent setting case status to resolved and closing linked activities; no separate agent-performed case closure transition is described.
- Use msdyn_invokeCaseProcessingAgent to invoke Case Management Agent
Supports: Function · Primary source
A msdyn_invokeCaseProcessingAgent business event lets developers invoke the agent to extract information from a source entity such as an email and update the case, or to resolve a specific case.
- Integrate Case Management Agent with custom Copilot Studio agents
Supports: External actions · Human confirmation · Primary source
The agent sends a request containing the case identifier to a custom Copilot Studio agent and consumes its structured response.
A custom agent response can set a needsReview flag used together with customer interaction states.
- Responsible AI FAQ for AI agents
Supports: Limitations · Data access · Admin controls · External model · Primary source
The Responsible AI FAQ records English-only support, possible usage limits or capacity throttling, dependence on CRM data quality, and the need to review AI-generated intents and knowledge articles.
The FAQ states the AI agents generate intents and knowledge articles from data already in the Dataverse instance and collect no other data beyond basic telemetry and provided feedback.
The FAQ describes content moderation policies applied to all generative AI requests and advises review and monitoring when autonomous approval is enabled.
Microsoft does not identify the underlying model or provider for this agent in the reviewed documentation.