Anaplan Solution Architect Practice Test

These questions are part of the practice quiz. Start practicing

• What is the recommended approach to versioning in Anaplan for a large organization?
• Which of the following describes automation and audit capabilities in Anaplan Workflow?
• In a typical workflow architecture, which component acts as the execution engine?
• Which of the following is a correct example of a flow name?
• When is a pie chart most appropriate?
• Which statement best describes back-to-front design in UX?
• What is the benefit of a flat list?
• What should be included in a change management plan for Anaplan deployments?
• What is the primary purpose of a Board UX Page?
• What are best practices for naming conventions and documentation in Anaplan models?
• PLANS stands for which set of principles in structuring Anaplan models?
• Which statement is true about file loads versus connector-based loads?
• What is the only list property we should have?
• What is a core function of the Data Hub?
• How should master data be referenced within Anaplan to ensure consistency?
• Which statement about model modes is accurate?
• What is an Approval in Workflow?
• What is the difference between a "Line Item" and a "Line Item Subset"?
• Data Orchestrator is an Anaplan plug-in designed to do what?
• Where should approvals be assigned within a workflow?
• How can you ensure dashboards display accurate data for different users?
• What is the best practice for naming a saved view?
• Where are Roles defined, and is it the same tab as Selective Access?
• Which elements should be included to maintain data lineage documentation in Anaplan?
• In Selective Access, which permission takes precedence?
• What is the purpose of a 'Line Item' reference in a lookup to source data?
• Why is importing at the correct granularity important?
• Which combination best describes how to model seasonality and seasonally driven variance in Anaplan?
• What is progressive disclosure in UX design?
• What is the recommended process for updating data lineage documentation when changes occur?
• What distinguishes an Action from a Process in Anaplan?
• How do you ensure data line items are correctly aggregated at different levels?
• What type of testing should be used for validating data models?
• What is a best practice for naming and using time ranges?
• What is the role of spoke models in the Data Hub architecture?
• What is the role of a data dictionary in Anaplan design?
• In the Anaplan Way, which phase defines the actual work happening alongside sprints, with work items taken from prioritized buckets?
• Which practice is recommended when importing data to ensure governance and traceability?
• What is an example of a Top Level naming convention?
• In Anaplan modeling, what is the benefit of using intermediate line items in calculations?
• How do you approach debugging a complex multi-module calculation?
• Explain why you would use a 'Saved View' in Anaplan dashboards.
• Why do we avoid using list properties and what are some exceptions?
• What is the recommended way to design driver-based planning with drill-down capabilities?
• What is the naming convention for hierarchies and flat lists?
• What is the purpose of defining a subset in Anaplan?
• Which option best describes using numeric prefixes to indicate order in actions?
• Which practice best enforces data visibility by role in dashboards?
• What is the primary benefit of using a delta or timestamp column in source data during imports?
• What is a Subset in Anaplan and how is it used?
• How do you design dashboards for effective user experience and governance?
• Which of the following best describes time intelligence in Anaplan and the functions used to perform time-based calculations?
• In a Data Hub architecture, which statement best describes the separation of concerns?
• Which statement best describes Top Level usage for lists?
• Which statement best describes the 'Single Source of Truth' in Data Hub architecture?
• Which word is not part of the PLANS acronym?
• What is the core concept of source-of-truth in Anaplan data management?
• Which strategies optimize performance for calculations in Anaplan?
• Which workflow task type assigns individuals or groups to input data directly on a UX page?
• How would you document a model’s architecture for new hires?
• How is role-based access control implemented in an Anaplan model?
• SUM and LOOKUP used in the same expression: what is the recommended practice?
• Which action is recommended to remove unnecessary one-off actions?
• What is a Page Builder in Anaplan?
• When is a bar chart most appropriate?
• Which practice helps identify calculation paths and circular references in Anaplan?
• Is it better to delete a list entirely or update a list each time?
• Which tool is used to create templates and define steps, assignees, and sequences in Anaplan Workflow?
• When should the model calendar be used by default, and when might time ranges be advantageous?
• Which approach reduces visual load in a UI design?
• Which issues are common pitfalls when moving from development to production in Anaplan?
• Which practices support scalability when dealing with large, sparse data in Anaplan?
• Which practice involves grouping similar content together?
• When is a column chart most appropriate?
• When is a line chart most appropriate?
• During data imports, which technique enables loading only changed rows or appending new records?
• DCA is described as which of the following in terms of granularity?
• What is the purpose of using a Driver-based planning approach in Anaplan?
• Which approach best ensures that calculations use appropriate contexts and minimize densest computations?
• Which workflow task type automatically triggers data imports, formulas, or process actions without manual input?
• Which statement best describes Actions in Anaplan and their relationship to Processes?
• Should DISCO be used with functional areas?
• Which sequence correctly outlines a typical workflow cycle for forecasting activities?
• Describe the process for securing sensitive data using built-in security features.
• What is a good example of a subset naming following best practice?
• Which description best captures the 'Back to the Future' technique in development management?
• Which approach is recommended for comparing multiple scenarios without modifying the base data?
• Which workflow type tailors tasks to specific roles within the organizational structure?
• What is the purpose of maintaining a change log for each version in a large Anaplan deployment?
• What are the considerations when using the OFFSET function for time-based calculations?
• When are subsidiary views useful?
• In a typical flow example, what is the sequence starting with CloudWorks?
• What is the best practice for naming a line item subset?
• What is Data Orchestrator used for?
• Roles define access to which element?
• Which control provides the most granular cell-level access?
• When is Data Orchestrator best used?
• Selective Access is configured from which location?
• What does Selective Access define?
• Which UX Page is designed for data analysis and large datasets, with a main grid and an insights panel?
• What is Anaplan Connect and what is it used for?
• Which principle describes putting the most important content at the top of the page?
• From a dashboard perspective, when should users have access to modules?
• Time ranges are considered structural changes and require promotion through the ALM cycle when modified.
• Explain the purpose of LOOKUP in Anaplan formulas.
• What is the primary characteristic of REP modules?
• Which statement about Time Ranges' aggregation is accurate?
• In PLANS, what does the 'Sustainable' principle imply?
• Which of the following is an acceptable use of subsidiary views?
• What is the impact of not keeping dimension orders consistent across modules?
• What is a best practice for using a validation module during development?
• Which artifact helps new hires understand dependencies between objects?
• How should you name a flow and a step in Data Orchestrator?
• How would you validate model results during testing?
• How can we provide help and guidance to end users?
• Why should subsidiary views be avoided?
• What is the primary purpose of ALM in Anaplan?
• Which statement is incorrect about filters?
• How do you validate that a forecast aligns with business drivers?
• Where are Roles defined in Anaplan?
• What is the role of a Test or Validation module in model testing?
• DCA works similarly to which access method in terms of Write/Read?
• When should write access to lists be granted?
• What is the role of a central catalog of objects in Anaplan governance?
• End users in Anaplan Workflow can...
• In Data Orchestrator flow design, what are the stages?
• What is a Task in Workflow?
• What is the recommended use of a module with no dimensions?
• Which practice helps prevent security/permissions gaps during migration to production?
• Should DCA have separate modules?
• Which status represents work that is in progress in Workflow?
• When would you use the ALLOCATE function in Anaplan?
• How do you manage reference data and master data in Anaplan?
• Which approach supports scalable cost allocations across departments?
• In Anaplan, what is meant by a sparse context?
• Why do we avoid using SELECT in Anaplan, and when might it be appropriate to use it?
• Selective Access allows you to set access to what?
• In PLANS, what does the 'Necessary' principle emphasize?
• When do we avoid subsets?
• Which feature provides a centralized inbox to view, manage, and complete tasks?
• Explain the difference between a module view context and the grid context users see on dashboards.
• Which access method is the most granular overall?
• What is the primary responsibility of an Integrations Admin in Data Orchestrator?
• Which statement best describes the purpose of a Process in Anaplan?
• What must every major hierarchy system module include?
• Which of the following is a responsibility of the workflow owner?
• What is a template in Workflow?
• Which data type has a fixed space cost of 1 byte per cell?
• Which statement best describes where Roles and Selective Access are configured?
• What is the primary role of Lists in Anaplan models?
• Which practice helps minimize non-relevant intersections when modeling large, sparse data?
• Describe how to handle data quality issues during import and what steps to take.
• Explain the concept of dependency tracking in Anaplan for debugging formulas.
• Which workflow type creates approval/rejection branches?
• When is PREVIOUS faster than CUMULATE?
• What is the significance of 'dense' vs 'sparse' data in Anaplan?
• Which statement describes how structural changes differ from production data changes?
• What are the best practices surrounding code creation in regards to transactional data?
• Which UX Page is best for producing consistent presentations and printable reports like weekly snapshots?
• How can you optimize imports to reduce runtime and failure risk?
• What is a practical way to verify that role-based access controls are functioning as intended after you configure them?
• Describe the end-to-end lifecycle of an Anaplan deployment from design to production?
• What is the recommended approach to backing up Anaplan models?
• When do we use Top Level and when to avoid?
• What considerations govern the use of boolean flags in formulas and dashboards?
• What is the recommended use of a flat list in relation to the data hub?
• What is the best practice for naming a subset?
• Do dimension orders matter?
• Which statement about SYS modules is true?
• DISCO stands for which five components describing the general flow of modules?
• What considerations are involved in building a scalable allocation model?
• Which practice enhances drill-down exploration from high-level drivers to detailed items?
• Which naming convention is used for steps in Data Orchestrator?
• How would you implement scenario planning using Versions in Anaplan?
• Explain governance model for Anaplan object changes.
• What is the recommended labeling practice for functional areas in models with many outputs?
• When do we use system modules?
• How would you reconcile actuals vs forecasts in a planning model?
• What are the typical stages in an Anaplan deployment workflow from design to production?
• IF THEN ELSE best practices when more than five IF/THEN conditions?
• Which practice supports traceability when cleaning data during import into Anaplan?
• Should different roles have their own landing dashboards?
• What is the role of 'Time Settings' in controlling the model's calendar?
• Which guidance best supports maintainable boolean flag usage in Anaplan formulas?
• When reviewing the matrix to determine tool usage, which scenario corresponds to CloudWorks?
• How do you design a reusable calculation pattern for allocated costs across multiple departments?
• What is the purpose of the DISCO framework in module design?
• When is a data grid best suited?
• Which statement correctly describes the handling of Import and Export actions when modified?
• What is the guideline for using codes with lists?
• If a user has Write access on an item, what happens to Read access on that item?
• Which statement about the 'Locked' mode is true?
• Which statement best describes how modules, line items, and dashboards interact in Anaplan models?
• What is the purpose of Roles?
• DCA defines access to which element?