Microsoft · AB-410
This certification validates your ability to design, build, and implement AI-powered solutions using Microsoft Power Platform, leveraging Copilot, natural language prompts, and low-code tools. It demonstrates expertise in creating apps, data models, and cloud flows that integrate agents, AI models, and Copilot features.
Practice Questions
600
≈ 12 practice exams
Duration
120 minutes
Passing Score
700/1000
Difficulty
AssociateLast Updated
Sep 2026
AB-410 weights Build Business Application Logic and Automation heaviest at 40 to 45 percent of scored content, covering cloud flows, prompts and AI models in AI Hub, and business rules and process flows. Create a Foundation for Intelligent Applications (solution design with AI-enabled tools plus Dataverse data modeling, including prompt columns and row summaries) and Create Intelligent Applications (model-driven apps with generative pages, canvas apps, and Copilot Studio agents built from canvas apps) each carry 25 to 30 percent. This practice bank of 600 questions is built to match that split, so flow, prompt, and business-logic scenarios get proportionally more coverage than either app-building domain.
On test day you get 120 minutes in a proctored Pearson VUE session, online or at a testing center, and you need 700 on Microsoft's 1,000-point scale to pass. Microsoft does not publish a fixed question count, and the exam may include interactive components alongside standard multiple-choice items, so practice configuring things, not just recognizing answers. The exam is currently offered in English only; if English is not your preferred language you can request an extra 30 minutes. Fail the first attempt and you can retake after 24 hours.
There is no formal prerequisite, but Microsoft expects hands-on experience with Dataverse modeling, canvas and model-driven apps, Power Automate cloud flows, Power Fx, and Copilot across Power Apps, Power Automate, Power Pages, and Dataverse, plus foundational knowledge of prompts and AI models in AI Hub. The exam runs $165 in the United States (priced by region), and like all Microsoft role-based certifications the credential is valid for 1 year, renewable free through an online, unproctored renewal assessment starting 6 months before expiry. Start with the 30 free questions, then work through the full 600-question bank until your accuracy holds steady across all three domains.
AB-410 is one of the newest exams in the catalog: it entered beta in April 2026, reached general availability at the end of July 2026, and is the official replacement for PL-200 (Power Platform Functional Consultant Associate), which retired August 31, 2026. It sits in the Associate tier of Microsoft's new AB series, above the AB-900 Copilot and agent fundamentals exam and below the expert-level AB-100 Agentic AI Business Solutions Architect, alongside siblings like AB-620 (AI Agent Builder Associate). Because the exam is this new, third-party prep is thin and Microsoft's own Practice Assessment had not yet shipped as of September 2026, which makes a weighted question bank one of the few ways to pressure-test yourself before booking.
Microsoft Certified: Intelligent Applications Builder Associate (AB-410) validates the ability of Power Platform professionals to design, build, and implement AI-powered business solutions using Microsoft Copilot, natural language prompts, and low-code tools. Certified professionals demonstrate competency across the full breadth of Power Platform development: creating Dataverse data models, building model-driven and canvas apps, integrating agents and Copilot features, authoring cloud flows, and crafting prompts and AI models through AI Hub. The exam, generally available since July 2026 as of April 2026, is organized into three functional domains spanning solution design, intelligent application creation, and business logic automation.
This certification represents Microsoft's repositioning of the Power Platform developer role in an AI-first era, replacing the PL-200 (Power Platform Functional Consultant Associate), which retires August 31, 2026. Holders demonstrate they can collaborate effectively with environment administrators, governance teams, agent developers, and solution architects to deliver end-to-end intelligent solutions that combine low-code development with generative AI capabilities, responsible AI principles, and application lifecycle management (ALM) practices.
AB-410 is designed for Power Platform professionals who build AI-powered solutions in enterprise environments—roles such as App Makers, Business Application Developers, Functional Consultants, and Power Platform Solution Builders. Ideal candidates already have hands-on experience with Power Apps, Power Automate, Dataverse, and Power Pages, and are now expanding their skill set to incorporate AI, Copilot Studio agents, and generative AI features into their solutions.
The certification is also relevant for Business Analysts and Functional Consultants who gather requirements and translate business processes into Power Platform implementations. Candidates typically work alongside environment administrators, solution architects, and governance teams and are expected to apply ALM strategies and responsible AI principles in their day-to-day work.
Microsoft does not enforce formal prerequisites for AB-410, but candidates are expected to bring meaningful hands-on experience across several areas. Specifically, familiarity with using Copilot in Power Apps, Power Automate, Power Pages, and Dataverse is required, along with awareness of creating agents in Microsoft Copilot Studio and foundational knowledge of AI models and prompts in AI Hub. Candidates should be comfortable working with Dataverse as a core data platform, mapping business processes to flows or app capabilities, and using low-code automation including Power Fx.
Beyond AI-specific skills, candidates should understand environment governance, roles, security, and solution lifecycle steps including ALM pipelines. Prior real-world experience with canvas apps, model-driven apps, cloud flows, and Power Pages sites will be essential, as the exam tests applied skills rather than theoretical knowledge.
Exam AB-410 is a proctored assessment administered through Pearson VUE, available online or at a testing center. Candidates are given 120 minutes to complete the exam. The passing score is 700 on a scale of 1000. The exam is generally available since July 2026, which means scoring is not immediate—Microsoft collects response data during the beta period before releasing scored results to candidates. The exam is available in English.
The assessment includes a mix of question types, which may include multiple choice, drag-and-drop, case studies, and interactive lab-based components. Microsoft does not publish an exact question count; the number of scored questions varies. Candidates who need additional time due to language differences (if the exam is not available in their preferred language) may request an extra 30 minutes. Retakes are permitted 24 hours after a first failed attempt.
AB-410 positions professionals at the intersection of low-code development and enterprise AI adoption—one of the highest-demand skill sets in the Microsoft ecosystem as organizations accelerate Power Platform deployments integrated with Copilot and generative AI. The certification directly replaces PL-200 (retiring August 2026), signaling that Microsoft considers AI-first app building the new baseline for Power Platform practitioners. Job roles that benefit include Power Platform Developer, Business Application Consultant, AI Solutions Builder, and Citizen Developer Lead.
As part of Microsoft's new AB-series certification path, AB-410 serves as the Associate-level entry point into a structured track: candidates can progress to AB-620 (Agentic AI Business Solutions Engineer) for deeper agent specialization or AB-100 (Agentic AI Business Solutions Architect) for expert-level solution architecture. This progression path reflects enterprise demand for professionals who can deliver end-to-end intelligent automation, making AB-410 holders well-positioned for roles in digital transformation, enterprise AI enablement, and Power Platform governance.
5 sample questions with answers and explanations. The full bank has 600 questions, enough for 12 full-length practice exams.
Preview — answers shown1. Adatum Corporation is designing a Dataverse table to store ISO country codes and currency exchange rates that will serve as read-only lookup data across multiple Power Apps. Individual users should not own specific records, and all licensed users must either have full access to every record or no access at all. Which table ownership type should the maker select when creating this table? (Select one!)
Explanation
Organization-owned tables assign records to the organization as a whole rather than to individual users or teams. There is no Owner field, and access is binary — a user either has access to all records or none. This matches the requirement for shared reference data like country codes and currency exchange rates where per-record ownership is meaningless. Critically, table ownership is immutable after creation, so this decision must be made correctly at design time. User or Team owned is the default for custom tables and includes an Owner field with full row-level security depth, which adds unnecessary complexity for lookup reference data that no one should individually own. Activity owned is a specialized ownership type for activity tables such as emails and phone calls, not for general lookup data. Elastic table is a storage backend option backed by Azure Cosmos DB suited for high-throughput scenarios — it is not an ownership type and does not change the binary access behavior needed here.
2. Coho Manufacturing needs to automate data extraction from vendor purchase orders using a custom AI Builder form processing model. Purchase orders arrive from multiple suppliers with varying layouts. A maker asks about the minimum number of labeled sample documents required to begin training a new custom AI Builder form processing model. What is the minimum number of sample documents required to start the training process? (Select one!)
Explanation
The minimum number of labeled sample documents required to begin training a custom AI Builder form processing model is 5. Microsoft recommends providing 10 to 15 high-quality, representative sample documents to achieve reliable extraction accuracy in production scenarios. Since Coho Manufacturing receives purchase orders from multiple suppliers with varying layouts, the maker should plan for diverse, high-quality training samples well above the 5-document minimum to handle layout variation adequately. Providing only 2 documents does not meet the minimum threshold required to initiate model training. While 20 or 50 documents exceed the minimum, they are not the required starting point, though more diverse samples do improve accuracy for variable-layout documents.
3. Contoso Healthcare has deployed a model-driven app for their clinical team. An IT architect is configuring AI-generated record summaries for patient case records so clinicians can quickly understand case context. The clinical director wants to include as many data fields as possible in each summary to maximize the information shown to staff. What is the maximum number of columns that can be configured per table for AI-generated record summaries in a model-driven app? (Select one!)
Explanation
AI-generated record summaries in model-driven apps support a maximum of 15 columns per summary configuration per table. This limit requires architects to carefully prioritize which fields deliver the most contextual value for end users. Summaries are generated on-demand when a user requests them and are not cached or stored for reuse, meaning each generation consumes AI Builder credits. Column-level security is respected: fields restricted via field security profiles will not appear in summaries for users who do not have access to those columns. The Copilot sidecar feature that surfaces these summaries is also unavailable in sovereign cloud environments such as GCC, GCC High, and DoD, which is a critical architectural consideration for healthcare organizations subject to government cloud requirements.
4. Northwind Traders is configuring Dataverse security roles for their regional sales team. Regional sales managers must be able to read and edit all Sales Opportunity records owned by users within their own business unit, as well as records owned by users in any child business units that report up to their department. Which privilege depth should be configured for the Read privilege on the Sales Opportunity table in the regional manager security role? (Select one!)
Explanation
Parent: Child Business Units privilege depth grants access to records owned by users in the manager's business unit AND all subordinate child business units in the organizational hierarchy. This matches exactly what regional managers need to see their department and all reporting child departments. User depth restricts access to only records the manager personally owns, preventing visibility into any other team member's records. Business Unit depth limits access to the manager's own business unit only, excluding records owned by users in child business units below theirs. Organization depth grants access to all records across the entire organization, exceeding the required scope and violating least-privilege security principles.
5. Litware Inc. is expanding their enterprise AI strategy and wants to make Copilot Studio agents accessible across multiple Microsoft platforms. The IT team is evaluating which surfaces natively support embedding Copilot Studio agents as part of the user experience. Which two platforms natively support embedding Copilot Studio agents? (Select two!)
Multiple correct answersExplanation
Power Apps canvas apps and Power Pages websites are both natively supported embedding channels for Copilot Studio agents. In Power Apps, agents are embedded directly into canvas app screens, allowing users to interact with the agent without leaving the application context. In Power Pages, agents are surfaced on public-facing or authenticated portal pages, enabling self-service scenarios for external users such as customers or partners. Power Automate flows and Microsoft 365 Copilot extensions are also supported embedding channels; agents can be used as callable nodes within flows and as extensions that surface inside Microsoft 365 Copilot experiences. Power BI dashboards do not natively support embedding Copilot Studio agents — Power BI has its own Copilot experience for data analysis but does not serve as a Copilot Studio agent host. Azure DevOps boards and SharePoint Online modern pages do not have native Copilot Studio agent embedding capabilities. Embedding in government cloud environments including GCC, GCC High, and DoD is not supported.
AB-410 is one of Microsoft's newer role-based exams, and the same Candidate Agreement rules apply: using unauthorized exam content is treated as misconduct that can revoke every Microsoft certification you hold, not just this one. On a newer exam like AB-410, there is an added practical problem: question sets circulating online are frequently outdated within a single exam refresh cycle.
You are better off with a source that is actually current. CertCompanion's AB-410 bank runs 600 practice questions, 30 free, built around Microsoft's published Intelligent Applications skills outline instead of a screenshot someone posted after their exam.
Microsoft does not publish a fixed question count for AB-410. You get 120 minutes, and the exam may include interactive components alongside multiple-choice questions. Microsoft role-based exams typically run 40 to 60 questions.
700 on Microsoft's scale of 1,000. Scores are scaled, so 700 does not mean 70 percent of questions correct.
$165 USD in the United States. Microsoft prices exams by country or region, so check the Pearson VUE scheduling page for your local fee.
Create a Foundation for Intelligent Applications (25-30%), Create Intelligent Applications (25-30%), and Build Business Application Logic and Automation (40-45%). The logic and automation domain, covering cloud flows, AI Hub prompts and models, and business rules, is the largest.
Yes. Microsoft retired PL-200 (Power Platform Functional Consultant Associate) on August 31, 2026, and AB-410 is its designated replacement, refocusing the role on building AI-powered solutions with Copilot, prompts, and low-code tools.
No. AB-410 entered beta in April 2026 and reached general availability at the end of July 2026, so exams are now scored immediately rather than after the beta rescore period.
Yes, after 1 year, like all Microsoft role-based certifications. You can renew free of charge by passing an online, unproctored renewal assessment on Microsoft Learn, available starting 6 months before the expiration date.
No formal prerequisite. Microsoft recommends hands-on experience with Dataverse, canvas and model-driven apps, cloud flows, Power Fx, Copilot features across Power Platform, and AI Hub prompts. PL-900 or AB-900 fundamentals are common but optional starting points.
English only, as of September 2026. If the exam is not available in your preferred language, you can request an additional 30 minutes of exam time.
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