Almanac
Almanac/training/ab-410beta

Intelligent Applications Builder Associate

AB-410intermediate5 uncoveredMicrosoft CopilotMicrosoft DataversePower AppsPower Automate
125–30%Create a foundation for intelligent applications — 25–30% · 5 covered, 5 doc only, 5 uncovered225–30%Create intelligent applications — 25–30% · 12 covered, 2 doc only, 1 uncovered340–45%Build business application logic and automation — 40–45% · 11 covered, 3 doc only, 4 uncovered
module + docdoc onlynothingcircle size = share of the exam

Where the marks are

Outline carries no date — usually an exam still in beta · re-read nightly
Create a foundation for intelligent applications15 objectives · 4h 36m
Create intelligent applications15 objectives · 7h 35m
Build business application logic and automation18 objectives · 5h 46m
Stage 1

Create a foundation for intelligent applications

25–30% · 4h 36m

Design Microsoft Power Platform solutions by using AI-enabled tools

Analyze requirements to identify components and options for implementation
Weak matchNo module
Evaluate Microsoft Power Platform solution implementation options53m
Evaluate built-in agents to include in the business solution
No module
GA Aug 2026 · 92 days, no module
Recommend extensibility options
No module
GA Nov 6, 2025 · 360 days, no module
Recommend environment types
Doc only
GA Feb 24, 2026 · 250 days, no module·KB: Environment strategy
Apply a Microsoft Power Platform solution and ALM strategy
Covered
Propose a solution as a Solution Architect for Microsoft Power Platform and Dynamics 36540m·KB: Environment and ALM strategy

Build data models

Create and edit tables in the data workspace
Weak matchCovered
Power Pages data workspace - Online workshop18m·KB: Process mining data ingestion
Create and modify standard tables
Doc only
GA May 8, 2026 · 177 days, no module·KB: Standard vs elastic vs virtual tables
Configure table properties
Weak matchNo module
Create and manage columns within a table in Dataverse1h 14m
Create and modify columns
Weak matchNo module
Create and manage columns within a table in Dataverse1h 14m
Configure table relationships
Covered
Reduce complexity in your data model with Dataverse table relationships44m·KB: Table relationships
Configure prompt columns
Weak matchCovered
Create and manage columns within a table in Dataverse1h 14m·KB: AI columns, prompt columns and AI functions
Configure row summaries
Doc only
GA Apr 15, 2026 · 200 days, no module·KB: Modern Data Grid Control: Virtualisation, Columns and AI Row Summaries
Configure public views
Doc only
GA Aug 2026 · 92 days, no module·KB: Views and filtering
Configure main forms
Doc only
GA June CY2026 · 153 days, no module·KB: Forms
Configure security
Covered
Set up Power Pages security47m·KB: Hierarchy security
Stage 2

Create intelligent applications

25–30% · 7h 35m

Create model-driven apps

Create and configure forms for model-driven apps
Covered
Configure forms, charts, and dashboards in model-driven apps1h 9m·KB: Canvas apps vs model-driven apps
Create and configure views for model-driven apps
Covered
Customize views and forms for model-driven apps28m·KB: Canvas apps vs model-driven apps
Create generative pages by using natural language
Weak matchCovered
Work with Liquid template language in Power Pages48m·KB: Generative Pages
Compose a model-driven app
Covered
Create a model-driven Power Apps app for machine ordering - Online Workshop1h 20m·KB: Model-driven app performance
Configure access to forms and views for model-driven apps
Covered
Configure forms, charts, and dashboards in model-driven apps1h 9m·KB: Canvas apps vs model-driven apps
Configure access to model-driven apps
Covered
Configure forms, charts, and dashboards in model-driven apps1h 9m·KB: Canvas apps vs model-driven apps
Create and configure model-driven app charts and dashboards
Covered
Configure forms, charts, and dashboards in model-driven apps1h 9m·KB: Canvas apps vs model-driven apps

Create canvas apps

Create a canvas app using data
Covered
Write data in a Power Apps canvas app53m·KB: Canvas app fundamentals
Design apps for accessibility, performance, responsiveness, and usability
Weak matchDoc only
GA Jul 31, 2026 · 93 days, no module·KB: Mobile performance and sync
Automate business processes from canvas apps
Covered
Get started with Power Apps canvas apps1h 12m·KB: Power Automate vs Azure Logic Apps
Create reuseable components, including named formulas, user-defined functions, and component libraries
Doc only
GA Aug 2026 · 92 days, no module·KB: User-defined functions and types
Manage variables and collections
No module
GA Jun 23, 2026 · 131 days, no module
Implement error handling
Covered
Configure exception and error handling in Power Automate desktop app30m·KB: Error handling in Power Fx
Test canvas apps, including using Monitor
Covered
Document and test your Power Apps application41m·KB: Canvas app testing and Test Studio
Create a Copilot Studio agent from a canvas app
Covered
Build a Power Apps canvas app for a real estate solution with Copilot in Power Apps34m·KB: Canvas Authoring Agent in Power Apps Studio
Stage 3

Build business application logic and automation

40–45% · 5h 46m

Create cloud flows

Recommend cloud flow triggers
Weak matchCovered
Combine Power Automate desktop and cloud flows42m·KB: Desktop flow triggers and scheduling
Evaluate and recommend connectors
Weak matchNo module
Design integration strategies for agents in Microsoft Copilot Studio (GitHub Copilot)44m
Manage approvals by using cloud flows
Covered
Integrate with cloud flows - Online workshop1h 4m·KB: Agent flows
Configure cloud flow actions
Covered
Configure flow control in Power Automate for desktop15m·KB: Agent flow vs cloud flow
Implement flow control with conditions and loops
Weak matchCovered
Configure flow control in Power Automate for desktop15m·KB: Control flow: conditions, loops, scope and terminate
Test and troubleshoot cloud flows
Covered
Integrate with cloud flows - Online workshop1h 4m·KB: Cloud flows designer

Create prompts and models in AI Hub

Build prompts from templates or from blank
No module
GA July CY2026 · 123 days, no module
Consume a prompt in apps
No module
GA Jul 31, 2026 · 93 days, no module
Consume a prompt in cloud flows
Covered
Integrate with cloud flows - Online workshop1h 4m·KB: Agent flow vs cloud flow
Add knowledge to a prompt
Weak matchCovered
Add intelligence to a real estate solution with AI Builder's GPT prompts20m·KB: Dataverse as a knowledge source for agents
Customize prompt settings, including models
Weak matchDoc only
GA Aug 2026 · 92 days, no module·KB: AI columns, prompt columns and AI functions
Add inputs to a prompt
Weak matchCovered
Add intelligence to a real estate solution with AI Builder's GPT prompts20m·KB: AI columns, prompt columns and AI functions
Consume an AI model in apps
No module
Configure forms, charts, and dashboards in model-driven apps1h 9m
Consume an AI model in cloud flows
Covered
Integrate with cloud flows - Online workshop1h 4m·KB: Agent flows

Implement business and process logic

Configure business rules
Weak matchCovered
Define and create business rules in Dataverse44m·KB: Business rules
Configure business process flows
Covered
Harmonize business concepts between finance and operations apps and Microsoft Power Platform48m·KB: Business process flows
Configure calculated, rollup, and formula columns
Doc only
GA May 4, 2026 · 181 days, no module·KB: Calculated and rollup columns
Evaluate use cases for business logic
Weak matchDoc only
No module maps to this objective·KB: Plug-in vs flow vs business rule