A contact center is rolling out Copilot experiences in Dynamics 365 Customer Service and a custom Power Apps portal used by service partners…

This combination creates a robust, scalable, and governable Application Lifecycle Management (ALM) strategy. Using a Dataverse glossary table within a managed solution (B) provides a centralized, auditable, and environment-consistent data source that respects data residency. Semantic versioning for term bundles (D) allows for controlled, trackable updates to the glossary. Requiring pipeline approvals for changes (F) enforces governance and separation of duties, ensuring all modifications are reviewed before deployment to production, which is critical for regulated environments.

A. Hardcoding terms in prompts is not scalable, is difficult to govern, and leads to inconsistencies across different Copilot instances.

C. Separate synonym lists per bot and region would create data silos, violate central governance, and increase maintenance overhead significantly.

E. An unmanaged spreadsheet is not an enterprise-grade solution; it lacks version control, auditability, and automated deployment capabilities required for ALM.

1. Microsoft Power Platform ALM Guide. "Solution concepts - Managed and unmanaged solutions." This guide details how managed solutions are used to deploy customizations consistently and securely across environments like dev, test, and prod.

2. Microsoft Dataverse Developer Guide. "Use solutions for your customizations." This explains how Dataverse tables, when included in a solution, become part of a managed ALM process.

3. Microsoft Azure DevOps Documentation. "Approvals and checks." This documentation describes how to implement approval gates in deployment pipelines, a core practice for ensuring governance and auditability (F).