EnglishDeutschFrançaisEspañolPortuguês

Microsoft · AB-410 · Associate

Microsoft Intelligent Applications Builder Associate (AB-410) — Practice Questions and Mock Exam

Prepare for AB-410 with original practice questions and clear answer explanations. Ask Alex, your AI tutor, when you need more detail, use your results to identify topics to review, and practice your pacing with timed mock exams.

50Mock exam questions
120minTime limit
700/ 1000Passing score

Checked against Microsoft · September 2026 · Current exam version

About the exam

AB-410 certifies that you can build business applications on Microsoft Power Platform with AI inside them rather than bolted on beside them. You model the data in Dataverse, put a model-driven or canvas app on top, automate what happens next with cloud flows, and reach for a prompt, an AI model or a Copilot Studio agent where the work needs judgement. Most of that is done in natural language and low-code tools; none of it requires a general-purpose programming language.

It is written for makers who already ship on the platform and are now expected to bring AI into what they ship. Microsoft files the credential under its Developer role at the associate tier and names it as the successor to the retired PL-200.

Try five AB-410 questions

Try five practice questions from the app’s current Microsoft Certified: Intelligent Applications Builder Associate question bank, with answers and explanations.

Create a foundation for intelligent applications1 / 5

A conference organizer models sessions and speakers with a many-to-many relationship and asks whether the speaker's role for each session can be stored on the relationship itself. What does the many-to-many relationship documentation state?

AlexFull explanation from Alex

A many-to-many relationship is reciprocal: the rows on either side are peers and there is no explicit hierarchy, so there are no lookup columns and no delete behaviours to configure. The associations live in a relationship table, sometimes called an intersect table, which has a one-to-many relationship with each of the two related tables. That table is deliberately minimal and closed, holding only the values needed to define the association. Whenever the association itself has to carry data, such as a role, a date or a status, the correct model is a separate table joined by two one-to-many relationships instead. Recognizing that limit early avoids a redesign once the first attribute has to hang off the association.

Sourcelearn.microsoft.com

Build business application logic and automation2 / 5

An engineering change request can sit with reviewers for several weeks, and the approval flow might therefore run for more than 30 days. What does the approvals documentation recommend for this situation?

AlexFull explanation from Alex

A waiting action holds a running instance open, and every workflow engine puts a ceiling on how long an instance may live. Long approvals therefore have to stop being a wait and start being a record: the request is persisted, the sending run ends, and a second process reacts when the response arrives. Splitting the work this way also survives redeployments and gives you a queryable history of who was asked and what they answered. The pattern costs an extra flow and a little state, and buys an approval that can outlive any single run.

Sourcelearn.microsoft.com

Create intelligent applications3 / 5

A maker adds data connections to a canvas app for a florist's delivery desk. Which statement correctly describes what different connectors ask for?

AlexFull explanation from Alex

A canvas app reaches data through connections, and a connection is the pairing of a connector with the credentials and endpoint details it needs. Some connectors resolve everything from the signed-in identity, so adding them is a single step. Others target a specific instance that Power Apps cannot infer, so they ask for a site address or a server name, and a few also need stored credentials or an on-premises data gateway when the data sits behind a corporate network. Dataverse sits between the two, defaulting to the current working environment but letting the maker pick a different one before choosing a table. Understanding which category a connector falls into is what turns a vague connection failure into a specific missing detail.

Sourcelearn.microsoft.com

Build business application logic and automation4 / 5

A maker building an order-processing cloud flow adds an Apply to each loop and tries to place an Initialize variable action inside the loop so that every iteration gets its own counter. The designer does not allow the action there. What is the reason?

AlexFull explanation from Alex

Variables in a cloud flow behave more like module-level state than like local variables in a programming language. They are declared once at the top level, they are global to the flow that creates them, and they persist across loop iterations rather than being recreated each time round. That is why the designer refuses an Initialize variable action inside a loop and why a counter pattern is written as an Initialize variable above the loop plus an Increment variable inside it. The persistence across iterations is also the reason the loop must stay sequential when the result has to be predictable, because parallel iterations write to the same shared variable.

Sourcelearn.microsoft.com

Build business application logic and automation5 / 5

A functional consultant has to add validation and default values to a Dataverse table so that they take effect without writing code or registering a plug-in, and the team expects to change the rules often. Which of the documented choices for applying business logic in Dataverse fits that requirement?

AlexFull explanation from Alex

Dataverse offers several places to put logic, and they differ in who runs them and when. Declarative rules on the table sit closest to the data: they are configured, not coded, and the platform applies them wherever the table is used. That makes them the cheap option for rules that change often, because a change is an edit in a designer rather than a code deployment. Flows, by contrast, are event-driven automation that reaches outside the row, and guided processes shape what a person does on a form. Choosing well means asking whether the requirement is about the value in a column, about an event, or about a person's path through a task.

Sourcelearn.microsoft.com

360 practice questions

The Pass-IT question pool gives you material to practice for AB-410. A Pass-IT mock exam uses 50 questions and a 120-minute time limit; these are practice settings.

Pool details: AB-410

Exam details checked against MicrosoftSeptember 2, 2026

date of the last check against the official Microsoft source

Passing score700 / 1,000

as published by Microsoft

Objectives in the guide55 objectives listed in the official guide

across 3 domains in the official exam guide

Pool size360 questions

= The pool size is equivalent to 7 sets of 50 questions; this does not mean that each mock exam uses a separate set.

Blueprint domains3 domains in the exam blueprint

Create a foundation for intelligent applications 114 · Create intelligent applications 116 · Build business application logic and automation 130

Recorded as checked against sources360 of 360

questions recorded as having their answer, options, and explanation checked against official Microsoft documentation

What's on the exam

The blueprint leans toward what happens after a screen exists. Two areas carry 25–30% each. The first is the groundwork: which platform pieces answer a stated requirement, when something ready-made is already enough, where the solution should live, how it travels from a maker to production, and the Dataverse layer under all of it — tables, the keys between them, and the forms, views and permissions that govern access to a row. The second is the two app surfaces: model-driven apps built out of the data model, and canvas apps, where you lay out every element yourself and are still held to engineering discipline. The remaining 40–45% is logic and automation: cloud flows with their triggers, connectors, approvals and failure paths; reusable prompts and AI models built in AI Hub and called from either side; and the rules that sit on the record itself, from declarative validation through to stage-by-stage guidance and computed columns.

Exam blueprint: AB-410

Create a foundation for intelligent applications25–30%

The groundwork laid before anything gets built: reading a business requirement and deciding which pieces of the platform answer it, whether something ready-made already covers the case, where a low-code build will need to reach beyond itself, which kind of environment the work belongs in, and how it will travel from a maker's hands to production. The other half is Dataverse — the tables, their columns and the keys between them, the newer column kinds that hold a generated summary or a prompt result, and the views, forms and role assignments that decide who sees which record.

≈ 13 h
Create intelligent applications25–30%

The two app surfaces, side by side. On the model-driven side the application is assembled upward from the data layer: the screens people fill in, the lists they scan, a page written into existence from a sentence of English, the charts on the dashboard, and the permission trimming around each of them. On the canvas side the layout is yours and a developer's habits have to come with you — shared components and named formulas instead of copy-paste, state you can account for, failures you catch rather than discover, a build you have actually exercised, and an assistant embedded where a user would otherwise go and ask a colleague.

≈ 13 h
Build business application logic and automation40–45%

The largest share, and the part that keeps running when nobody is watching. Automation begins with what sets it off and what it can reach: the event that starts a run, the connector that carries it somewhere, a pause while a person signs off, and the branching and repetition in between — none of it finished until you can watch a run fail and say why. Then the AI layer: a reusable prompt, grounded on the organisation's own material, given inputs and a model, and callable from an app or from a run. Last, the logic that lives on the record itself — declarative validation, a guided sequence of stages, and columns that are computed rather than typed.

≈ 20 h

Exam format and question types

Microsoft gives you 120 minutes for AB-410 and publishes no question count for this exam; across its certification exams the usual load is 40–60 questions. Scores run on a scale of 1 to 1,000, and 700 passes.

Expect mostly single-answer items with a solid share of multi-answer ones, plus yes/no problem-solution sets, drag-and-drop, ordered lists and dropdown-driven screens. Microsoft does not say in advance which formats any one exam uses; it demonstrates the whole set in a public sandbox instead. This is an associate role-based sitting, the tier where Microsoft says a live lab may appear and for which it deliberately publishes no list, so read the overview screens at the start. Microsoft Learn stays open to you throughout, on the same clock. Unscored trial items are mixed in and are never marked, so answer everything. You may break, but the clock keeps running and nothing you have already seen comes back.

Question types: AB-410

Multiple Choice41%

Select the single answer that best meets the question’s requirements.

Drag & Drop15%

Move items into the slots, groups, or sequence specified by the task.

Multiple Response13%

Select multiple answers. Follow the question’s instructions on how many to choose.

Dropdown13%

Choose options from dropdown menus to complete a statement or configuration.

Ordering10%

Arrange the steps in the sequence needed to complete the process.

True / False8%

Decide whether a statement is true or false, paying attention to its conditions and wording.

See Microsoft for official question-format information. The shares shown describe the Pass-IT practice pool; they do not establish the proportions on the official exam.

Preparing for AB-410

You book AB-410 through Pearson VUE and sit it under a proctor, online in most countries and regions or at a test centre. Microsoft currently offers the exam in English only; if it is not available in your language you can request an additional 30 minutes. The certification is valid for one year and renews free through an online assessment on Microsoft Learn that opens six months before it expires.

Preparation and logistics: AB-410

Preparation

Illustrative study time25–70 h

illustrative planning range: 25 h with relevant experience to 70 h when starting out; your needs may fall outside this range

LevelAssociate
Recommended backgroundNo prior certification is required. Microsoft does publish expected experience for this exam — Copilot in Power Apps, Power Automate, Power Pages and Dataverse; building agents in Copilot Studio; AI models and prompts in AI Hub; mapping a business process onto a flow, an agent or an app capability; Dataverse as the core data platform; low-code automation including Power Fx; and environment governance, roles, policies and the solution lifecycle — but states it as background, not as a gate anyone checks at registration.

Taking and maintaining the certification

DeliveryProctored exam scheduled through Pearson VUE; an online proctored option is available in most countries and regions.
Retake policy24-hour wait after a failed first attempt, then a 14-day wait between all subsequent attempts (up to 5); no more than 5 attempts in the 12 months from the first one.
Certification validity1 year

Microsoft associate certifications are valid for one year. Renewal is free and runs as an online assessment on Microsoft Learn, which opens six months before the expiry date; passing another exam does not renew the credential, and an expired one has to be earned again.

Common pitfalls

Topics to review: AB-410

  1. 01Configure before you build

    Reaching for a custom component or a new app when a ready-made agent, a declarative rule or a standard table already covers the scenario; the smallest change that meets the requirement is the intended answer.

  2. 02Model-driven or canvas

    Choosing the app type by preference rather than by the scenario: a records-and-process workload wants a model-driven app, a bespoke layout or a single task-shaped screen wants a canvas one.

  3. 03Record logic versus automation

    Pushing logic that belongs on the record into a flow. A rule on the table applies wherever the data is touched; an automation runs afterwards and can fail where nobody is looking.

  4. 04Prompt versus prebuilt model

    Treating an authored prompt and a prebuilt AI model as interchangeable. One you write, ground on your own content and give inputs; the other you call as it comes.

  5. 05Security belongs to the data model

    Answering table-design questions without the roles, teams and column-level access that decide who ever sees the row.

  6. 06Environments and lifecycle

    Building wherever you happen to be signed in. The environment type and the solution-and-pipeline path are what let work move to production, and scenarios name the constraint that picks them.

Frequently asked questions

How long is the Microsoft Certified: Intelligent Applications Builder Associate exam?

The AB-410 exam has 50 questions and a 120-minute time limit.

What is the passing score for Microsoft Certified: Intelligent Applications Builder Associate?

The passing score for the AB-410 exam is 700 / 1000.

Which pitfalls should I review when preparing for Microsoft Certified: Intelligent Applications Builder Associate?

Topics to review include Configure before you build, Model-driven or canvas, Record logic versus automation, Prompt versus prebuilt model, Security belongs to the data model, Environments and lifecycle. Work through examples to check that you understand the distinctions and can explain your answer.

Do you need another certification before you take AB-410?

No prior certification is required to register. Microsoft publishes expected experience instead: Copilot in Power Apps, Power Automate, Power Pages and Dataverse, agents in Copilot Studio, and prompts and models in AI Hub. It also expects Dataverse modelling, low-code automation with Power Fx, and environment governance. That is background, not a gate anyone checks at registration.

How is the AB-410 exam content weighted?

Microsoft publishes three areas, each as a range. Create a foundation for intelligent applications carries 25–30%, Create intelligent applications carries 25–30%, and Build business application logic and automation carries 40–45%. Logic and automation is the heaviest area, so your revision plan should mirror that balance.

Where and how do you sit AB-410?

You schedule the exam through Pearson VUE and take it under proctoring. An online proctored option is available in most countries and regions. The sitting runs to a 120-minute limit, so practise against the clock from the start.

What happens if you fail AB-410 on the first attempt?

You wait 24 hours before your second attempt. Every attempt after that carries a 14-day wait. Microsoft caps you at five attempts within the 12 months that start with your first sitting.

How long does the AB-410 credential stay valid, and how do you renew it?

The credential is valid for one year. Microsoft renews it through a free online assessment on Microsoft Learn, and the renewal window opens six months before your expiry date. Passing a different exam does not renew it. If it expires, you have to earn it again.

Which certification makes sense after AB-410?

Microsoft files AB-410 under its Developer role at associate tier, and names it as the successor to the retired PL-200. If you want to keep building with AI on Azure, AI-103 Developing AI Apps and Agents on Azure and AI-200 Developing AI Cloud Solutions on Azure sit at the same tier. If your work leans towards data and reporting, DP-600 Implementing Analytics Solutions Using Microsoft Fabric is the associate step in that direction.

One certification, 12 months

Practice for AB-410

Focus your practice on one certification, or choose Pro to practice across all certifications.

Start a free practice sessionTry the first 20 questions without a card to see whether the practice suits you.

For eligible purchases: money-back guarantee if you fail your exam.

View guarantee terms →