DP-800 Developing AI-Enabled Database Solutions Exam Topics and Questions

These Microsoft Developing AI-Enabled Database Solutions (DP-800) exam topics are organized according to official exam domains to help candidates quickly verify coverage and focus on assessment rather than theory. Each domain is paired with topic-wise DP-800 sample questions that reflect how objectives are tested in the actual exam. This structure enables efficient review, targeted self-assessment, and rapid identification of weak areas when preparing for the Microsoft Developing AI-Enabled Database Solutions certification exam.

Let's Practice Free Microsoft DP-800 Questions Aligned with Official Exam Topics

Follows Microsoft's official outline Updated 11 Sep, 2026 3 Topics

Reviewed by Isabella Scott, Microsoft DP-800 Certified Professional

Topic Content

Design and develop database solutions by creating and implementing comprehensive database objects including tables with appropriate data types, sizes, columns, indexes, and specialized structures such as in-memory, temporal, external, ledger, and graph tables, along with JSON columns and indexes. Establish database integrity through constraints like PRIMARY KEY, FOREIGN KEY, UNIQUE, CHECK, and DEFAULT, while implementing SEQUENCES and partitioning strategies for optimal performance. Develop programmability objects including views, scalar and table-valued functions, stored procedures, and triggers to encapsulate business logic and... See More

Sample Questions for Topic 1 : Design and develop database solutions

You are developing an Azure SQL database solution from a locally cloned GitHub repository by using Microsoft Visual Studio Code and GitHub Copilot Chat.

You need to ensure that GitHub Copilot Chat can call the hosted GitHub MCP Server tools by using OAuth. The MCP server configuration must be scoped to the repository.

What should you do in Visual Studio Code?

Create a personal access token (PAT) that has the repo scope and store the PAT in the .github\mcp.json file as the Authorization header. Create a personal access token (PAT) that has the repo scope and store the PAT in the .vscode\mcp.json file as the Authorization header. From the Command Palette, enter MCP: add server, select HTTP (HTTP or Server-Sent Events), enter [https://api.githubcopilot.com/mcp/](https://api.githubcopilot.com/mcp/), and then save the configuration to the user settings. From the Command Palette, enter MCP: add server, select HTTP (HTTP or Server-Sent Events), enter [https://api.githubcopilot.com/mcp/](https://api.githubcopilot.com/mcp/), and then save the configuration to the workspace settings.

Topic Content

Secure, Optimize, and Deploy Database Solutions Implement data security and compliance by designing and deploying comprehensive encryption strategies including Always Encrypted and column-level encryption, establishing Dynamic Data Masking to protect sensitive information, configuring Row-Level Security RLS to control data access at granular levels, and managing object-level permissions for database resources. Enhance security further by implementing passwordless database access mechanisms, enabling auditing for compliance tracking, securing model endpoints through Managed Identity authentication, and protecting GraphQL, REST, and MCP endpoints against unauthorized access.... Secure, Optimize, and Deploy Database Solutions Implement data security and compliance by designing and deploying comprehensive encryption strategies including Always Encrypted and column-level encryption, establishing Dynamic Data Masking to protect sensitive information, configuring Row-Level Security RLS to control data access at granular levels, and managing object-level permissions for database resources. Enhance security further by implementing passwordless database access mechanisms, enabling auditing for compliance tracking, securing model endpoints through Managed Identity authentication, and protecting GraphQL, REST, and MCP endpoints against unauthorized access. Optimize database performance through strategic configuration recommendations, maintaining data integrity using appropriate transaction isolation levels and concurrency controls, evaluating query efficiency with execution plans and dynamic management views, and systematically identifying and resolving performance bottlenecks such as blocking and deadlocks. Implement CICD by using SQL Database Projects Establish robust continuous integration and deployment practices by designing comprehensive testing strategies encompassing unit and integration tests, managing reference and static data within source control systems, and creating validated database models using SQL Database Projects with SDK-style approaches. Configure source control integration for SQL Database Projects while managing branching strategies, pull requests, and conflict resolution procedures to maintain code quality. Implement secrets management protocols, detect schema drift to prevent unintended changes, and execute controlled database updates and deployments. Design and enforce deployment pipeline controls through branching policies, approval triggers, authentication mechanisms, and code owner assignments to ensure governance and accountability throughout the deployment lifecycle. Integrate SQL Solutions with Azure Services Create and configure Data API builder DAB configuration files to expose database functionality, establishing REST and GraphQL entities with advanced features including data caching, pagination, searching, and filtering capabilities. Configure REST and GraphQL endpoints to enable seamless API access while exposing database objects, stored procedures, views, and GraphQL relationships for comprehensive data integration. Implement and deploy DAB solutions across Azure infrastructure while recommending appropriate Azure Monitor configurations including Application Insights and Log Analytics for comprehensive observability. Handle data changes effectively using change event streaming CES, change data capture CDC, Change Tracking, Azure Functions with SQL trigger bindings, or Azure Logic Apps to maintain real-time synchronization and enable responsive business processes. See More

Sample Questions for Topic 2 : Secure, optimize, and deploy database solutions

You are developing an Azure SQL solution by using Microsoft Visual Studio 2026. The solution uses a GitHub repository.

You plan to use GitHub Copilot Chat to access the GitHub repository tools by connecting to the GitHub MCP Server.

You need to configure Visual Studio to support the planned configuration. The solution must rely on OAuth to access the MCP server.

What should you create?

the <SOLUTIONDIR>\.vscode\settings.json file that contains a URL of [https://api.githubcopilot.com/mcp/](https://api.githubcopilot.com/mcp/) the <SOLUTIONDIR>\.vs\settings.json file that contains the personal access token (PAT) that has the repo scope the <SOLUTIONDIR>\.github\mcp.json file that contains the personal access token (PAT) that has the repo scope the <SOLUTIONDIR>\.mcp.json file that contains a URL of [https://api.githubcopilot.com/mcp/](https://api.githubcopilot.com/mcp/)

Topic Content

Implement AI capabilities in database solutions by designing and implementing models and embeddings through evaluating external models including multimodal and multilanguage options, creating and managing external models, and choosing appropriate embedding maintenance methods such as table triggers, Change Tracking, Azure Functions, Azure Logic Apps, CDC, CES, and Microsoft Foundry. Identify relevant columns for embeddings, design and implement effective chunks, and generate embeddings to support AI functionality. Design and implement intelligent search capabilities by selecting from full-text, semantic vector, and hybrid... See More

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DP-800 Developing AI-Enabled Database Solutions Exam Topics and Questions

Let's Practice Free Microsoft DP-800 Questions Aligned with Official Exam Topics

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