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Microsoft AB-410 Exam Questions
The certification is named for building applications, and building them is not where the marks are. Nearly half of AB-410, 40 to 45%, is logic and automation, while creating the foundation and creating the apps take 25 to 30% each. Flows, prompts and business rules are therefore worth more than forms and views put together, which is not what the title leads anyone to expect. Working AB-410 exam questions in that proportion is the correction. Close to a date, put the hours into flows and prompts. Further out, build something small in Power Platform rather than reading about it, since 120 minutes of interactive components rewards having used the tools.
| Exam name | Building Intelligent Applications |
| Exam code | AB-410 |
| Certification | Intelligent Applications Builder Associate |
| Level | Intermediate |
| Time allowed | 120 minutes |
| Passing score | 700 on a scale of 1 to 1000. Scaled, so it is not 70% of the questions. |
| Products covered | Power Apps, Power Automate, Power Pages, Power BI, Dataverse, Copilot Studio |
| Exam format | Proctored through Pearson VUE, with interactive components |
| Exam cost | USD 165 (Price vary by country) |
| Retake policy | 24 hours after a first failure, then 14 days between every attempt after that. Five attempts in the 12 months from your first, each one paid for. |
| Certification validity | One year, as with Microsoft's other associate certifications, renewed free through an unproctored online assessment on Microsoft Learn |
| Practice questions in our bank | 69 |
| Questions on the real exam | 60 |
AB-410 Exam Practice Questions
Weighted toward automation and logic, because that is where nearly half the real paper sits.
A company is building a canvas app that spans multiple screens.
The app must store selected values across screens and hold tabular data during a session.
You need to manage application state.
Which two components should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Correct Answer: A, D
A company builds a canvas app that processes images submitted by users and must classify them using an existing AI Builder model.
The app must generate predictions during user interaction.
You need to consume the AI model natively.
What should you do?
Correct Answer: A
A company uses a Dataverse table to manage support cases.
You must provide employees with a summary of case information derived from multiple columns without requiring a manual review of the data.
The solution has the following requirements:
Generate a case summary following the given instructions.
Include the context of the current record in the generated output.
You need to configure the solution.
Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Correct Answer: A, D
You need to implement the extensibility requirements.
Which two options should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Correct Answer: C, E
A company maintains an AI-enabled Power Platform solution that includes prompts, cloud flows, and Dataverse components. The solution is deployed to a production environment.
The company requires the following updates to the solution:
New features must be released regularly.
Updates must be validated before release.
Deployed updates must be able to be removed from production if necessary.
You need to update the solution while maintaining release control and following Microsoft best practices.
What should you do?
Correct Answer: A
AB-410 Exam Skills Measured and Weightings
Three skill areas, one of them close to half the paper on its own. They appear below in weight order rather than Microsoft's, with every percentage taken from the published skills outline.
Build business application logic and automation
40–45%Nearly half the exam, and the reason this certification is harder than its title suggests. Cloud flows come first, covering triggers, connectors, approvals, conditions and loops, then the troubleshooting when one misbehaves. AI Hub sits alongside, where prompts are built, given knowledge and consumed from both apps and flows. Business rules, process flows and calculated columns finish it.
Create a foundation for intelligent applications
25–30%Everything that has to be right before an app exists. Analysing a requirement into components, choosing environment types, and setting an application lifecycle strategy. The larger half is data modelling in Dataverse, covering tables, columns, relationships, views, forms and the security applied to them. Prompt columns and row summaries appear here too, which is where the AI starts touching the model.
Create intelligent applications
25–30%The app-building section, split between model-driven and canvas. Forms, views, charts and access on one side; data, components, variables, error handling and testing on the other. Generative pages created from natural language appear in the model-driven half, and turning a canvas app into a Copilot Studio agent closes the canvas half.
Official Revisions by Microsoft
May 15, 2026 — : Current skills outline, carrying content dated April 26, 2026. Microsoft notes that most questions cover generally available features, with preview features appearing where they are commonly used.
Checked 2026 — : The three areas and their weightings match the current outline, and Microsoft has announced no successor exam.
Source: Microsoft's AB-410 study guide and skills outline. Our question bank is updated to match each revision.
What the AB-410 Exam Really Tests, and How
Four things decide most answers. Which trigger a flow should start from, where a prompt gets its knowledge, whether logic belongs in a business rule or a flow, and what Dataverse security actually permits. Microsoft asks these as situations with several workable builds available, then looks for the one a maintainer would thank you for.
Where a piece of logic belongs
Tested via: scenario-based multiple-choice questions and interactive componentsLogic and automation is 40 to 45% of the exam, and the recurring choice is placement rather than syntax. A business rule, a business process flow, a calculated or rollup column, a cloud flow, or logic written into the app itself will each produce the same result and behave differently afterwards. Microsoft lists evaluating use cases for business logic as a skill in its own right, which is a fair signal of how often this is asked.
What starts a flow, and what it connects to
Tested via: scenario-based multiple-choice questionsCloud flows carry a large share of the heaviest area, and the questions concentrate on the two decisions made before any action is added. Recommending a trigger for a described process, and evaluating which connector fits. Conditions, loops and approvals follow, and troubleshooting sits at the end, where a flow runs without doing what anyone wanted. Triggers are where most of the plausible wrong answers are built, since a flow started from the wrong event can still run cleanly.
How a prompt gets what it needs to know
Tested via: scenario-based multiple-choice questionsAI Hub is where this certification earns its name. Prompts are built from templates or from nothing, given inputs and knowledge, tuned through their settings, then consumed from apps and from cloud flows alike. The exam treats a prompt as a component with a contract rather than as a clever sentence, so the questions concern what it receives and where its output goes. Consuming the same prompt from an app and from a flow are listed as separate skills.
What the data model will allow later
Tested via: scenario-based multiple-choice questionsDataverse modelling takes most of the foundation area, and its consequences appear in the other two. Tables, columns, relationships and the security applied to them decide what a form can show and what a flow can reach. Prompt columns and row summaries put AI directly into the model, which means a modelling decision now constrains an AI feature later. Environment types and lifecycle strategy sit alongside as the governance half.
Model-driven or canvas, and why
Tested via: scenario-based multiple-choice questions and interactive componentsBoth app types are examined and they are examined differently. Model-driven work is configuration, forms and views and charts and who may see them, now with generative pages built from natural language. Canvas work is closer to development, bringing components, named formulas, variables, error handling and testing with Monitor. Knowing which type a described requirement calls for is worth more than being fluent in either, and it is the decision the exam actually asks about.
How to Pass the AB-410 Exam on Your First Attempt
Two hours, interactive components, and a paper weighted toward automation. A failure costs the fee and a day before rebooking, then a fortnight for every attempt after, with five allowed inside a year of the first.
- Give automation the time its weighting deserves. Logic and automation is 40 to 45% on its own. Anyone revising in the order the certification title implies will spend their best hours on the two lighter areas.
- Build a small solution end to end. A table with relationships, a model-driven app over it, a flow triggered from a record, and a prompt consumed inside that flow. That single exercise touches all three areas and is faster than reading them separately.
- Take a set cold to find the placement gaps. Most candidates can build each component and hesitate over which one a requirement calls for. A practice run exposes that specific weakness quickly.
- Read every miss back into Microsoft Learn. The skills outline is itemised, so a miss maps to a named skill and its documentation. Our questions carry no written explanations, which is why the outline belongs open beside them.
What to Look for in AB-410 Practice Questions
and Why Prefer Pass4Success Practice Material
Power Platform changes at product pace rather than certification pace, and this exam reaches into Copilot Studio and AI Hub, two of the fastest-moving parts of it. Microsoft dated the current outline to May 2026, and the tooling has kept going since. That gap is where practice material quietly goes wrong.
Tracking the outline and the product
Microsoft dates its skills outlines, so the syllabus half is verifiable. The interface half is not, and prompts, agents and generative pages are exactly the features most likely to have moved since a question was written.
✓ Ours: the bank is reviewed on a regular cycle against the outline and against how the exam is being tested, rather than only when Microsoft publishes a revision. The last review date sits in the table above.
Open to inspection first
This certification arrived recently and attracted material quickly. Whether a set understands where logic belongs, or only what each component is called, shows up within a handful of questions.
✓ Ours: a free demo of both formats before any purchase. The samples above come from the same bank as the full set.
Room to study and a way to rehearse two hours
Placement questions reward thinking slowly with the documentation to hand. Interactive components across 120 minutes reward having answered at pace before the day itself.
✓ Ours: one purchase covers the PDF and the practice test, which runs browser-based or as a Windows desktop version.
Depth where the weighting actually is
A bank that mirrors the certification's name will be full of app-building questions and thin on flows and prompts, which is the wrong shape by roughly twenty points.
✓ Ours: 69 Microsoft AB-410 exam questions across all three skill areas.
A price weighed against a resit and a yearly renewal
Every attempt is paid for, and the credential runs a year before renewal. Both belong in the sum about what preparing properly is worth.
✓ Ours: USD 69, prep costs less than half the USD 165 Microsoft exam fee, factor in a resit you avoid and a credential you'll renew every year, and the math favors preparing properly the first time.
AB-410 Exam Discussion: What Recent Candidates Say
Dataverse is what surprises people, and the comments below tend to say so. The interactive components are the other recurring subject. Add yours once you have sat it.
Frequently Asked Questions
How long is the AB-410 exam and how many questions are on it?
AB-410 allows 120 minutes. Microsoft does not publish question counts for any of its exams, so the number varies between candidates. The paper includes interactive components alongside standard questions, and those take noticeably longer per item, which is what the two hours are really allowing for.
What is the passing score for the AB-410 exam?
The passing score is 700 on a scale of 1 to 1000. It is scaled rather than a percentage, so 700 does not mean 70% of questions answered correctly. Microsoft adjusts what is needed to the difficulty of the question set you receive, which makes chasing a percentage in practice misleading.
What does the AB-410 exam cover?
AB-410 covers three skill areas. Building business application logic and automation is much the largest at 40 to 45%, covering cloud flows, AI Hub prompts and business rules. Creating a foundation for intelligent applications takes 25 to 30%, mostly Dataverse modelling and governance. Creating intelligent applications takes the same again, covering model-driven and canvas apps.
Which certification does the AB-410 exam earn?
Passing AB-410 earns the Microsoft Certified: Intelligent Applications Builder Associate certification. One exam is all that is required. Microsoft titles the exam itself Building Intelligent Applications, which is why the exam name and the certification name are not the same.
Which products does the AB-410 exam cover?
Power Apps, Power Automate, Power Pages, Power BI and Dataverse, with Copilot Studio and AI Hub layered across them. Microsoft's audience profile assumes familiarity with Copilot inside those products, with Power Fx for low-code automation, and with environment governance, roles and solution lifecycle management.
Do I need coding experience for AB-410?
It is a low-code exam rather than a no-code one. Power Fx appears through canvas apps, named formulas and user-defined functions, and error handling and testing are examinable skills. Nobody is asked to write conventional application code, but the canvas app material assumes you are comfortable with expressions and with debugging what they do.
Is AB-410 mostly about building apps?
Less than the title suggests. App creation is 25 to 30% of the exam, while logic and automation is 40 to 45%. Flows, prompts and business rules are therefore worth more than forms and views combined. Preparing in the order the certification name implies is the most common way candidates misallocate their study time.
How much does the AB-410 exam test AI features?
AI runs through all three areas rather than sitting in one. Prompts and AI models in AI Hub are examined inside the heaviest area, prompt columns and row summaries appear in Dataverse modelling, generative pages appear in model-driven apps, and creating a Copilot Studio agent from a canvas app closes the canvas material.
Can I retake the AB-410 exam if I fail?
A second attempt can follow 24 hours after the first. After that Microsoft requires 14 days between attempts and allows five within the 12 months from your first sitting. Each attempt is paid for separately. Failing all five means waiting until 12 months after that first attempt before booking again.
How long is the Intelligent Applications Builder Associate certification valid?
One year, in line with Microsoft's other role-based associate certifications. Renewal is free and runs through an unproctored, open-book assessment on Microsoft Learn taken in the six months before expiry, and the assessment can be attempted as many times as needed. Letting it lapse means sitting the full exam again.
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Full access to all 69 AB-410 questions, in both the PDF and the practice test.
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The outline behind this page is dated May 15, 2026, with content from the April before it, and Microsoft records what changes between versions. The harder half of keeping a page like this honest is the product, since Copilot Studio and AI Hub ship changes that no outline revision announces. That is why the bank runs on its own review cycle, and why the review date above is the number to look at before relying on anything here.