AP-213 Salesforce Accredited Agentforce Manufacturing Professional Exam Topics and Questions

Discovery sets the boundary for everything that follows. You will map the client's current state, identify what blocks progress, and decide what gets fixed first. The weight tells you this is substantial but not overwhelming. Most candidates underestimate how much the exam tests your ability to prioritize findings rather than simply list them.

– Process analysis and prioritization

You need to conduct a comprehensive analysis of existing workflows, but the exam cares more about what you do with the findings than how you gather them. The focus is on identifying blockers and ranking areas of improvement by impact. Candidates who treat this as a documentation exercise miss the point. You are expected to distinguish between a process inefficiency that costs time and one that stops work entirely. The exam will present scenarios where multiple problems exist and ask you to sequence remediation. Understanding dependencies between processes is critical. A blocker in one area may cascade through others, and recognizing that pattern separates competent analysis from surface observation. The ability to articulate why one improvement takes precedence over another is what this sub-topic measures.

– Metrics, pain points, and integration

Given a set of business requirements, you analyze key performance metrics to spot pain points and inefficiencies. The exam expects you to interpret metrics in context, not in isolation. A declining metric might signal a problem or reflect a planned change. You must also assess third-party system integration, understanding where data flows break down and where latency or error rates indicate deeper issues. The exam tests whether you can translate a metric into an actionable recommendation. Candidates lose marks when they identify a problem but propose a solution that does not address the root cause or that ignores system limitations. You are expected to recognize when an integration issue is a configuration problem and when it requires architectural change. Recommendations must be specific, feasible, and aligned with the business requirement you were given.

– Architecture, governance, and deployment strategy

You analyze the existing technical architecture to understand data governance, system limitations, and dependencies. The exam will test whether you know the difference between a limitation you can work around and one that requires a different approach. Data governance is not an abstract concept here. You need to recognize when data quality, ownership, or access rules constrain what you can build. Multi-country rollout strategy is another focus. Given business requirements, you define how deployment will proceed across geographies. The exam expects you to account for regulatory differences, data residency, language, and phased go-live schedules. Candidates often overlook dependencies between countries or assume a single deployment model works everywhere. Feature priority, scope, and timeline round out this area. You must decide what gets built first, what can wait, and how long each phase will take, all based on the requirements in front of you.

How Discovery is tested

Eighteen percent of the exam means you will see multiple items from this topic, and they will demand more than recall. Expect scenario-based items that give you a set of business requirements, a current-state description, and a choice between competing priorities. The exam tests your judgment: which blocker matters most, which metric signals the real problem, which integration issue needs fixing before go-live. Candidates lose marks by choosing the most visible problem instead of the most impactful one, or by recommending a solution that ignores a stated system limitation. Items often include a dependency or constraint buried in the scenario text. Miss that detail and every option looks plausible. The exam also tests whether you can translate analysis into a rollout strategy. You might be asked to sequence deployment across countries or to adjust scope based on a timeline constraint. The wrong answer usually reflects a failure to prioritize or a misreading of the requirement.

Design is the heaviest topic on the exam, and it bridges the gap between what you found in discovery and what you will build. You take discovery outputs and map them to Manufacturing Cloud capabilities, then produce both business and technical design documents. The exam expects you to know when standard functionality is enough and when you need to customize. Most candidates struggle with gap analysis, either over-customizing or ignoring genuine gaps.

How Design is tested

At twenty-eight percent, this topic will appear more often than any other, and the items are layered. You will see scenarios that give you discovery findings and ask you to choose the correct design response. The exam tests whether you can map a business requirement to a Manufacturing Cloud capability without defaulting to custom code. Candidates lose marks by choosing customization when configuration would suffice, or by selecting a standard feature that does not fully address the stated need. Gap analysis items are common. You will be given a requirement, a set of out-of-the-box features, and a decision point. The wrong answer either ignores a gap or invents one that does not exist. Technical design items test your grasp of architecture, data flows, and interfaces. You must recognize when a proposed design introduces a bottleneck, violates a dependency, or conflicts with best practices. The exam also assesses whether your design aligns with the business design document. Misalignment between the two is a frequent trap.

Configure and Build carries the highest weight on the exam, reflecting the breadth of hands-on work you must know. This topic spans user setup, permission sets, Manufacturing Cloud configuration, partner engagement, Manufacturing Intelligence, Service Experience, data migration, and third-party integration. The exam assumes you have configured these features in practice, not just read about them. Candidates who rely on theory alone will struggle.

– Users, permissions, and core configuration

Setting up users and permission sets is not a simple admin task in the exam's eyes. You must know how to translate technical requirements into the correct permission model, understanding when to use permission sets versus permission set groups, and how to layer access without creating security gaps. Manufacturing Cloud configuration aligned with best practices is the foundation. The exam tests whether you know the recommended setup for account forecasts, sales agreements, and rebate programs. Candidates lose marks by choosing a configuration that works but violates a documented best practice, or by missing a required step in the setup sequence. The exam expects you to configure features in the order that dependencies demand. Skipping a prerequisite or configuring components out of sequence will surface as wrong answers in scenario items.

– Partner engagement and Manufacturing Intelligence

Partner engagement frameworks require you to set up the structures that let external partners interact with your Manufacturing Cloud instance. The exam tests your understanding of community setup, sharing rules, and the visibility model that governs what partners can see. You need to know how to grant access without exposing data that should remain internal. Manufacturing Intelligence is about turning data into insights. Given business and technical requirements, you configure the analytics layer so users can act on what they see. The exam expects you to know which data sources feed which dashboards, how to configure data pipelines, and where transformation happens. Candidates often confuse configuration with reporting. The exam tests the setup that makes insights possible, not the act of reading a chart.

– Service Experience and data migration

Manufacturing Cloud Service Experience configuration covers the customer-facing service layer. You must know how to set up case management, entitlements, and service contracts in a manufacturing context. The exam tests whether you can configure the service experience to reflect the business requirement, not just activate features. Data migration is a frequent source of lost marks. You are expected to implement the necessary steps: extract, transform, load, and validate. The exam will present a scenario where data quality, field mapping, or record ownership matters. Choosing a migration approach that loses data fidelity or violates a business rule is the most common error. You must also understand when to migrate in phases and when a single load is appropriate.

– Integration to third-party systems

Building or configuring integration to third-party systems is the final area. Given a business model and requirements, you decide whether to use a middleware platform, a direct API call, or a managed package. The exam tests your ability to choose the right integration pattern based on volume, latency, and complexity. Candidates lose marks by selecting an integration method that cannot scale or that introduces a single point of failure. You need to know when real-time sync is required and when batch processing is sufficient. The exam also expects you to recognize when an integration requires custom code and when a declarative tool will do the job. Security, authentication, and error handling are part of the picture. An integration that works but exposes credentials or fails silently is not the right answer.

How Configure and Build is tested

At thirty-eight percent, this topic dominates the exam. You will see items from every sub-topic, and many will be scenario-driven. The exam gives you a set of technical requirements and asks you to choose the correct configuration or build step. Candidates lose marks by skipping prerequisites, choosing a method that violates best practice, or configuring a feature in a way that does not meet the stated requirement. Permission set items test your ability to grant the right access without over-provisioning. Manufacturing Intelligence items test configuration, not interpretation. Service Experience items test setup, not case resolution. Data migration items test process and validation, not tool selection in isolation. Integration items test pattern choice, security, and error handling. The wrong answer often works in a narrow sense but fails under load, violates a constraint, or ignores a dependency. The exam rewards candidates who read the full requirement and match it to the correct configuration sequence.

Validate and Deploy closes the loop. You have built the solution, and now you must prove it works and move it to production. The exam tests your ability to monitor system performance against process flows, support user acceptance testing, load and validate data, conduct system integration testing, and choose the right deployment tool. Candidates often treat this as a checklist, but the exam demands judgment at every step.

– Performance monitoring and user acceptance testing

Monitoring and evaluating system performance against business process flows means comparing what the system does to what the process requires. The exam expects you to identify deviations, not just confirm that features are active. A process flow might specify a sequence, a timing constraint, or a validation rule. Your job is to spot where the system diverges and decide whether the deviation is a defect or an acceptable variation. Candidates lose marks by treating every deviation as a failure or by ignoring one that breaks the business requirement. User acceptance testing is not a passive handoff. You facilitate and support UAT, which means preparing test cases, coordinating users, and interpreting results. The exam tests whether you know how to structure UAT so it validates the requirement, not just the feature. You must also know when to halt UAT because a defect blocks meaningful testing and when to proceed despite minor issues.

– Data validation, system integration testing, and deployment

Loading and validating data is distinct from the migration step in Configure and Build. You are now verifying that the data landed correctly, that transformations applied as expected, and that relationships between records are intact. The exam tests your ability to catch data quality issues before they reach production. System integration testing validates that all components work together. Given technical requirements, you conduct SIT to confirm that interfaces, data flows, and system interactions behave as designed. The exam expects you to know the difference between a unit test, an integration test, and an end-to-end test. Choosing the wrong test type for the scenario is a common error. Deploying a rollout strategy means selecting the appropriate deployment tool based on business requirements. You must know when to use change sets, when to use a metadata API tool, and when to rely on a DevOps pipeline. The exam tests whether your choice aligns with the rollout's complexity, risk tolerance, and timeline.

How Validate and Deploy is tested

Sixteen percent means this topic appears regularly but less frequently than Design or Configure and Build. Items are scenario-based and often include a process flow, a test result, or a deployment constraint. The exam tests your ability to interpret test outcomes and choose the correct next step. Candidates lose marks by recommending further testing when the issue is clear, or by moving to production when a critical defect remains. Performance monitoring items test whether you can distinguish a deviation that matters from one that does not. UAT items test your ability to structure testing so it validates the business requirement. Data validation items test your ability to spot quality issues in loaded data. SIT items test your understanding of integration testing scope and sequence. Deployment items test tool selection and rollout strategy. The wrong answer often reflects a mismatch between the tool and the requirement, or a rollout approach that introduces unnecessary risk or delay.