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      About Featured

      Microsoft Intelligent Applications Builder

      Prove you can build AI-powered apps with low-code tools. Dataverse, Power Apps, cloud flows and prompts, with Copilot as a co-builder.

      4.9 out of 5 for LUNARTECH, from 100+ reviews10,000+ students

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      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
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      Overview

      Low-code no longer means no AI. This exam tests apps, flows and prompts built together.

      AB-410 is a new Associate exam for builders of AI-powered Power Platform solutions with Copilot and low-code tools. You model data, build apps and wire flows, with business logic and automation, including AI Hub models, the largest share. Microsoft expects Copilot and Dataverse familiarity plus Power Fx, and the credential is valid for one year.

      14Modules
      120Minutes
      1Year valid
      7Roles
      What it tests

      Learn all the way down.
      Perform when it matters.

      Design with AI tools

      Analyze requirements, pick built-in agents and extensibility options, and choose environments and an ALM strategy.

      Model the data

      Build Dataverse tables, columns, relationships and prompt columns, then configure forms, views and security around them.

      Build the apps

      Compose model-driven and canvas apps, create generative pages from natural language, and add error handling and tests.

      Automate with prompts

      Build cloud flows with approvals, consume prompts and AI models in apps and flows, and enforce business rules and process flows.

      Course outline

      Data model to working app,
      with AI built into each step.

      14 modules83 lessonsSelf-paced

      We design this course ourselves. Microsoft runs the exam and issues the credential, and LUNARTECH is independent of Microsoft.

      Good apps begin with a clear problem. You use AI-enabled tools to analyze requirements and draft a solution design, then decide between built-in agents, prompts, flows and custom build for each need.

      • Gathering requirements with Copilot assistance
      • Turning requirements into a solution design
      • Built-in agents and what they already cover
      • Prompts, flows, apps and agents compared
      • Checking AI-generated designs critically
      • Documenting the design for the team

      You build A solution design drafted with Copilot and corrected by hand, with each need matched to an option.

      A solution that cannot be moved safely is a liability. You plan environments, put work into solutions, manage dependencies, and understand how changes travel from development to production.

      • Environment types and governance
      • Solutions, publishers and layers
      • Environment variables and connection references
      • Managed and unmanaged solutions
      • Moving solutions between environments
      • Source control for solutions

      You build An ALM plan with environments, and a solution that moves from development to test.

      The data model decides how well everything above it works. You design tables and columns, choose column types, and model one-to-many and many-to-many relationships, with choices, lookups and calculated values.

      • Standard, custom and virtual tables
      • Column types, choices and formats
      • Lookups and relationship types
      • Calculated and rollup columns
      • Keys, duplicate detection and auditing
      • Importing and loading data

      You build A Dataverse data model for a business process, with relationships and sample data.

      Some columns can fill themselves. You define prompt columns that classify, summarize or extract from other fields, test their output, and decide when AI-derived values are trustworthy enough to store.

      • What a prompt column is and how it runs
      • Writing a prompt that uses other columns
      • Testing prompt output on real rows
      • When AI-derived data should be reviewed
      • Cost and refresh considerations
      • Using AI columns in views and apps

      You build A table with prompt columns that classify and summarize records, with a test of their output.

      People use data through forms and views, and they should see only what they are meant to. You build forms and views, then apply security roles, business units and column security to match who may see and change what.

      • Main and quick-create forms
      • Views, filters and charts
      • Security roles and privileges
      • Business units and record ownership
      • Column-level security
      • Testing security as different users

      You build Forms, views and a security model tested against three user types.

      Model-driven apps put the data model to work with little code. You design navigation, forms and dashboards, use commands and business logic, and make an app that follows the shape of the process.

      • The app designer and navigation
      • Forms, tabs and sections that fit the task
      • Views, dashboards and charts
      • Command bar customization
      • Copilot in model-driven apps
      • Publishing and sharing

      You build A model-driven app over the data model, with navigation, forms and a dashboard.

      Generative pages let you describe a page and refine what Copilot builds. You write effective descriptions, inspect the generated result, and decide where a generated page is enough and where it needs hand work.

      • What generative pages are and where they sit in an app
      • Writing descriptions that produce usable pages
      • Iterating and refining generated results
      • Connecting generated pages to Dataverse data
      • Reviewing generated output for correctness
      • Limits, and when to build by hand

      You build A generative page added to a model-driven app and refined through several iterations.

      Canvas apps give full control over layout and behavior. You build screens and controls, write Power Fx formulas, and connect data sources, with attention to how an app behaves for real users.

      • Screens, containers and responsive layout
      • Controls and their properties
      • Power Fx formulas and functions
      • Connecting data sources and delegation
      • Navigation and app state
      • Using Copilot to build and explain formulas

      You build A canvas app with several screens, formulas and a connected data source.

      An app that works only for its builder has not shipped. You build reusable components, design for accessibility, and fix the formulas and data calls that make apps slow.

      • Component libraries and reuse
      • Accessibility: keyboard, focus and contrast
      • Screen reader support and labels
      • Reducing data calls and load time
      • Delegation and large data sets
      • Measuring performance with the monitor

      You build A component library, and a performance and accessibility review of a canvas app.

      Apps fail in ways builders do not expect. You handle errors in formulas and data calls, show useful messages, and write automated tests so changes do not quietly break working screens.

      • Error handling functions in Power Fx
      • Validating input and showing clear messages
      • Handling failed data operations
      • Test Studio and automated app tests
      • Test cases for key user journeys
      • Debugging with the monitor

      You build An app with consistent error handling and an automated test suite for its main journeys.

      Flows connect apps to the rest of the business. You build cloud flows with triggers, actions and conditions, route approvals, and handle failures so automations can be trusted to run unattended.

      • Triggers and actions
      • Conditions, loops and expressions
      • Approvals and approval patterns
      • Calling flows from apps
      • Error handling and run history
      • Connections and ownership

      You build A cloud flow that triggers from a Dataverse change and routes an approval.

      AI Hub brings models and prompts into your solutions. You build prompts, choose models and consume them from apps and flows, then check results for quality before they reach users.

      • AI Hub, models and prebuilt capabilities
      • Building and testing a prompt
      • Inputs, outputs and structured responses
      • Calling prompts from flows
      • Calling prompts from apps
      • Quality checks and human review

      You build A prompt that extracts data from text, called from both an app and a flow.

      Rules and guided processes keep data and work consistent. You write business rules that apply on forms and in tables, and build process flows that walk users through stages.

      • Business rules: conditions and actions
      • Scope of a rule: form, table or all forms
      • Business process flows and stages
      • Branching and stage gates
      • Combining rules, flows and automation
      • Testing business logic

      You build A set of business rules and a staged process flow for one business process.

      Build one working application. You design it, model the data with AI-enriched columns, build the app, add flows and prompts, and ship it through environments.

      • Designing from requirements
      • Building the data model and security
      • Building the app and its generative pages
      • Adding automation and prompts
      • Testing and moving it to production

      You build A deployed intelligent application with data, app, automation, prompts and tests.

      Issued by
      Microsoft

      Certifying body · Independent of LUNARTECH

      Microsoft

      Microsoft publishes its exam outlines and runs its certification program through Microsoft Learn. Exams are delivered through Pearson VUE, and Associate, Expert and Specialty credentials renew each year through a free, unproctored online assessment. LUNARTECH is independent of Microsoft.

      How you get there

      Top-tier roles go to people who can do the work.
      Here’s how you get there.

      Know where you start.

      Microsoft expects familiarity with Copilot across Power Apps, Power Automate, Power Pages and Dataverse, plus Dataverse modeling, Power Fx and awareness of environment governance and ALM.

      Work through the course.

      Fourteen modules, designed by LUNARTECH, at your own pace.

      Sit it with Microsoft.

      Microsoft runs the exam and issues the credential, so you register and book directly with them.

      Support

      Support at every stage.
      You won’t be working through this alone.

      Before you start

      Try it first.

      A 3-day free trial opens a selection of the content. Your card is only charged once it ends.

      While you learn

      Mentors within reach.

      Stuck on a concept? Reach out to a mentor whenever you need help.

      While you learn

      One-on-one sessions.

      On the yearly plan, one-on-one sessions give you dedicated support.

      Any time

      A team behind you.

      Write to info@lunartech.ai at any point, from your trial onwards. If your employer is funding you, we’ll set it up with them directly.

      All the way through

      A schedule that fits around your life.

      Your own paceFrom anywhereAt any hour

      After the last lesson

      Stay in the network.

      Your alumni network stays with you: ongoing support, opportunities and industry insight.

      Career support

      Career support, past the last lesson. Coaching, a sharper resume, real interview preparation and the people to know.

      Career direction

      Tailored coaching helps you decide where to aim and how to get there.

      Course · 1 hourLaunching Your Data Science Career

      Strong portfolio

      Hands-on projects become work you can show, not just claim.

      Course · 60 hoursBuild Your Data Science Portfolio

      Resume and profile

      Personalized refinement, so what you send says what you can actually do.

      Course · 10 hoursPersonal Branding for Professionals

      Interview preparation

      Preparation for the questions that decide it, so you walk in ready.

      Course · 12 hoursMaster Deep Learning Interviews: 50 Q&A

      Network and search

      Connections with industry leaders, and an alumni network that stays with you.

      Course · 40 hoursData Science Career Playbook
      Reviews

      Real stories from the community.

      4.9out of 5, from 100+ reviews
      LUNARTECH Academy has been the most empowering learning experience of my life, giving me a clear, structured path from the absolute basics to building real-world AI systems with confidence.
      Farnia GhanizadehSerajAI Engineer
      Your page is fantastic. As a bachelor’s student in Data Science now accepted for a master’s at UConn, your work has been a real source of motivation.
      Mahmoud A.Data Scientist
      The programme’s clear, bite-sized content and practical projects dramatically improved my speed from fuzzy idea to MVP and my ability to communicate AI value. I followed the system, and it works.
      Rod MorrissonHead of Data Science & AI
      I really appreciate your teaching style and the way you break down complex topics. It has been incredibly helpful.
      Narine P.Data Analyst
      After years working mainly with R for econometrics, I found your Python machine learning course a refreshing and engaging way to learn Python.
      Raphael J., PhDQuantitative Analyst
      As a Data Science graduate, I want to thank you for the effort you put into making videos to support growing data scientists.
      Stanley M.AI Engineer
      I’ve been following your work since taking your machine learning course, and I’m impressed by your practical approach to applying AI.
      Sai Eshwar G.Data Scientist
      Why choose us

      Built around how you actually learn.

      One standard behind every course, from the first lesson to long after the last.

      Hands-on practice

      Apply every idea to real problems, so it becomes something you have used, not only seen.

      Industry-aligned curriculum

      We keep courses current with the tools, techniques and skills the field asks for.

      Flexible learning

      Study at your own pace, from anywhere, at any hour.

      Certificate of completion

      Finish the course and earn a certificate that shows what you have learned.

      Focus on your success

      Personalized learning plans and support structures carry you through the hard parts.

      Lifetime alumni network

      Stay connected after you finish, with ongoing support, opportunities and industry insight.

      Your certificate

      It doesn’t raise its voice. Neither will you.

      Finish a LUNARTECH course and its certificate is issued in your name, under our signature. Microsoft’s credential comes from Microsoft, when you pass its exam.

      A sample, for a course in the Academy. Only yours carries your name.
      Pricing

      This course comes with the membership.
      So does everything else.

      One membership opens every course, certification, workshop and masterclass in the Academy. Every plan starts with a 3-day free trial. You register and book the exam directly with Microsoft.

      3 days free, then $29.97 a month. Your card is only charged once the trial ends.

      Included in every plan

      • Every course in the Academy
      • Every certification course
      • Workshops and masterclasses
      • A certificate of completion
      • A 3-day free trial
      • Learning at your own pace
      • The lifetime alumni network
      • Upgrades at any time
      In practice

      Seven roles.
      One credential across them all.

      No single job owns it. Here’s where each role leans hardest, and where its work ends up.

      1. 01Foundation
      2. 02Apps
      3. 03Logic
      • A good app starts from the table design. Generative pages speed up the rest.

        Apps, Foundation

        Business operations, Internal IT teams

      • A prompt in a flow replaces a manual review step. Approvals keep a person in charge.

        Logic

        Business operations, Customer service

      • Map the process to a flow, an agent or an app. Then choose the environment and ALM path.

        Foundation, Logic

        Professional services, Public sector

      • You already know where the manual steps are. Low-code flows turn that knowledge into automation.

        Foundation, Logic

        Business operations, Customer service

      • Approvals and handoffs eat the working week. A flow with a business rule takes over the routine part.

        Logic

        Business operations, Public sector

      • Citizen-built apps still run inside your environments. Knowing how they are modeled helps you govern them.

        Foundation

        Internal IT teams, Public sector

      • You build the app your team needs, without a dev queue. Copilot drafts it and you shape the logic.

        Apps, Logic

        Customer service, Professional services

      • Business operations
      • Customer service
      • Professional services
      • Public sector
      • Internal IT teams
      Power Apps Developer

      A good app starts from the table design. Generative pages speed up the rest.

      Over 10,000 students trust LUNARTECH

      LUNARTECH gives you the skills
      to learn, build, create and lead.

      Engineers

      Understand systems all the way down. Build the ones others rely on.

      Scientists

      Understand what the data says. Build models that hold up.

      Researchers

      Understand the papers. Build on them, and take the work further.

      The field

      Anyone can use AI.
      Few can engineer it. This is where that starts.

      +340%growth in open roles requiring AI skills

      Data source: Stanford AI Index 2026 & 2024 (Lightcast data), Indeed Hiring Lab, Hacker News “Who’s Hiring”. Aug–Nov 2026 (dashed) is an estimate from the trend.
      Roles and pay

      ~35,000 open roles right now

      Open roles: Built In, Greenhouse, LinkedIn.
      Typical salaries: Glassdoor, Levels.fyi, Payscale, Indeed, Ravio, JobRise, U.S. BLS. Military: 2026 U.S. basic pay, drone officers with aviation incentive pay.
      Updated November 2026.

      FAQ

      Frequently asked questions.

      Need help? These answers cover most of what people ask before they start.

      No. Microsoft issues it. LUNARTECH is independent of Microsoft, and its names and marks belong to it. When you finish a course of ours, you earn a LUNARTECH certificate of completion for that course.

      No. We design this course ourselves, around what the exam covers. Microsoft has no part in it, and you still register and book the exam directly with Microsoft.

      120 minutes, proctored, pearson vue, in English and 12 other languages. The passing score is 700 of 1000.

      Microsoft expects familiarity with Copilot across Power Apps, Power Automate, Power Pages and Dataverse, plus Dataverse modeling, Power Fx and awareness of environment governance and ALM.

      1 year. Pass a free online assessment on Microsoft Learn.

      We last reviewed it on 5 November 2026, from Microsoft’s own pages. Details change, so check the official page before you book.

      Our 3-day free trial gives you access to a selection of content in the bootcamps, courses and materials, so you can experience the value of our content first-hand. This includes comprehensive learning materials and interactive sessions. You won’t be charged during this period, though we require your credit card details at the start to ensure a seamless transition should you choose to continue.

      Yes, entering your credit card details is a necessary step to begin your free trial. The process is entirely secure, and we ask for it to provide a seamless transition to a paid subscription if you decide to continue beyond the trial. You will only be charged after the trial period ends, with full access to our content based on the plan you choose.

      After your 3-day free trial you gain access to the full breadth of our content, depending on the subscription plan you choose. We offer free trials for our monthly, bi-annual and annual plans, and each plan provides a different scope of access and benefits.

      If your employer has agreed to fund your learning, in part or in full, please contact us at info@lunartech.ai. We’ll work with you and your employer to set up everything needed for your subscription.

      Yes. Our support remains strong both during your free trial and after you subscribe. Reach the team at info@lunartech.ai with any question, whether you’re onboarding, navigating your trial, or need help as a member. Subscribers to the yearly plan also receive dedicated support in one-on-one sessions.

      You can upgrade your plan at any time during your subscription. Downgrading is not available for bi-annual or annual plans, but you can cancel and then choose a new plan that suits you better. For bi-annual and annual plans we also offer payment in instalments; please reach out to learn more.

      The course

      Build the skills behind AB-410.

      Prove you can build AI-powered apps with low-code tools. Start with a free trial, or enroll in a plan and work through the course at your own pace. Microsoft runs the exam and issues the credential.

      14 modulesSelf-pacedIssued by MicrosoftReviewed 5 November 2026

      LUNARTECH is independent of the vendors and certifying bodies listed here. Their names, exam titles and marks belong to them, exams are run by them, and credentials are issued by them. Reviewed 5 November 2026. Catalogues change often, so confirm the details on the official page before you book.