Dynamics 365 Customer Service: Copilot and AI innovation - Classify emails by category and subcategory with Case Management Agent

Dynamics 365 Customer Service: Copilot and AI innovation - Classify emails by category and subcategory with Case Management Agent is a Microsoft 365 roadmap item published via Microsoft Release Communications. Current status: Launched.

With email classification, administrators can define a custom taxonomy of categories and subcategories to automatically classify inbound emails in Dynamics 365 Customer Service. AI analyzes the email subject and body, then stores the assigned category or subcategory on the email activity record. Case Management Agent, automatic record creation rules, Power Automate flows, reporting, and other downstream processes can use this value to determine how to handle the email. Administrators can enable email classification and define category and subcategory names and descriptions. They can also set conditions that determine which emails are classified, such as specific mailboxes, sender domains, languages, and so forth. When the feature is enabled, the system qualifies inbound emails and automatically classifies them by using the Case Management Agent flow. Administrators can also manually update an assigned category or subcategory, or disable classification to stop processing new emails. Business Value: Email classification gives you control over how incoming emails are managed before any action is taken. It automatically sorts messages so you can ignore irrelevant ones, let the Case Management Agent handle routine issues, and focus on those that truly need human attention. This reduces clutter from non-support emails like thank-you notes, newsletters, and spam, allowing both AI and your team to concentrate on what matters most. The result is time saved, lower processing costs, and the ability to scale automated email handling confidently without adding operational risk. Enabled for: Enabled by admins/makers/marketers for end users

Wave 0 first: Security → GRC → Cost & Value → Licence → Adoption. Put this on the agent register with a named owner. Do not enable broadly until permissions, DLP, and reclaim rules exist.

12 Panes: 03 Horizon · 04 Security · 06 Cost & Value · 08 Adoption · 05 GRC · 09 Work & Skills

• Security: Assess exposure, Conditional Access, and agent/tool permissions.
• GRC: Update AI/agent register and evidence path; confirm DPIA triggers if personal data is in scope.
• FinOps: Forecast seat or credit impact; align to frozen value case.
• Adoption: Plan cohort messaging, clinics, and success measures.
• Comms: One story for board and staff — what changes, what does not, who owns risk.

• May improve productivity on a specific Microsoft 365 surface when permissions and data quality allow.
• Roadmap visibility helps Horizon planning without guessing dates.
• Agents can automate multi-step work inside existing Microsoft 365 permissions.

• Status and dates change; treat MRC as directional, not a contract.
• Enabling without Steady controls can amplify overshare or cost leakage.
• Agents act; over-privilege and ownerless agents create lasting exposure.

• MRC id: 576775
• Status: Launched
• Products: Microsoft Copilot (Microsoft 365), Dynamics 365 Customer Service
• GA / disclosure: August CY2026
• Preview: —
• Platforms: Web
• Cloud instances: Worldwide (Standard Multi-Tenant)
• moreInfoUrls: —
• Open on Microsoft 365 Roadmap

Microsoft Release Communications / Microsoft 365 Roadmap (AI at Work). Content is subject to Microsoft API Terms of Use. Dates and status change; verify in the official roadmap before acting.