Workday Adaptive Planning includes Planning Agent to help users analyze data directly from matrix reports. The feature is accessed through Ask Workday and is designed to support common reporting review activities such as summarizing data, identifying trends, detecting unusual values, comparing results, and analyzing variances.
In a normal FP&A process, users often start with a report and then manually drill into accounts, levels, versions, and dimensions to understand what changed. Planning Agent adds another layer to that process. It allows users to ask questions from within the report context and receive analysis based on the data already displayed in the matrix report.
The value is not that it replaces reports or finance review. The value is that it helps users move from report viewing to report analysis faster.
What Planning Agent Does
Planning Agent works inside Workday Adaptive Planning matrix reports. Users open a matrix report, launch Ask Workday from the report toolbar, and ask questions about the data in that report.
This context is important. Planning Agent does not analyze the entire Adaptive model by default. It works from the report that is currently open and the data available in that report. That means the quality of the response depends heavily on the report design, selected filters, available dimensions, account structure, and version comparison.
From an implementation point of view, this matters. Planning Agent will be more useful when the underlying matrix reports are already designed for meaningful business review.
Who Uses Planning Agent
Planning Agent is intended for users who need to review and understand planning data quickly. That may include FP&A analysts, finance leaders, budget owners, operational managers, and HR business partners.
The feature currently supports the Analyst role and requires the appropriate Ask Workday access permissions. If the user does not have the required permission, the Ask Workday option will not be available from matrix reports.
This should be reviewed before enablement. Access should match the organization’s reporting and data security design. Users should only be able to analyze the data they are allowed to view.
Summarizing Report Data
One practical use case is report summarization. A user can ask Planning Agent to summarize revenue, expenses, headcount, cash flow, or other accounts shown in the report.
This can be useful when a report contains many rows or when a user wants a quick explanation of the main movements before reviewing the detail. The response quality improves when the prompt is specific. For example, asking for a summary of revenue for a specific quarter, level, or product will usually be more useful than asking a broad question with no context.
The report still needs to be reviewed by the finance user. Planning Agent can summarize what is visible, but it does not replace the business explanation behind the numbers.
Detecting Anomalies
Planning Agent can help identify unusual values or patterns in a matrix report. A user can ask it to detect anomalies for a specific account, period, level, or dimension.
For example, a user may ask it to detect unusual revenue values for Q1 or unusual operating expenses for a department. This can help users find rows that may need additional review.
This is useful in monthly reporting and forecast review because large reports often contain many values that are technically correct but not all equally important. Anomaly detection helps narrow attention to values that stand out from the pattern.
The result should be treated as a review prompt, not a final conclusion. A value may be unusual because of a valid business event, timing shift, restructuring, or a data load issue. The user still needs to validate the reason.
Analyzing Trends
Planning Agent can also analyze trends over time. This can be useful for reviewing revenue growth, expense movement, headcount changes, cash flow trends, or other account activity across periods.
A user can ask for a trend by account, level, department, region, product, or other available dimension, depending on how the matrix report is built.
Trend analysis is helpful because finance users often need to understand not only where a number ended, but how it moved over time. The feature can also generate visual output, which can make it easier to review changes during planning discussions.
Comparing Data
Another practical use case is comparison. Users can compare results across periods, versions, accounts, levels, or dimensions.
For example, a user may compare revenue between two quarters or compare operating expenses by team for the prior forecast period. This helps users investigate differences without immediately building a separate report.
This can be especially useful for common planning comparisons such as Actuals vs Budget, Actuals vs Forecast, current forecast vs prior forecast, or one period vs another period.
The comparison is only as good as the matrix report structure. If the report does not contain the required versions, periods, or dimensions, the analysis will be limited.
Breaking Down Results
Planning Agent can break down values into contributing components. For example, a user can ask it to break down revenue by sub-account or operating expenses by department.
This is useful when a high-level number needs explanation. A total expense number by itself may not tell the user much. Breaking it down by account, department, level, product, or another dimension can help identify what is driving the total.
This type of analysis is most valuable when the report includes meaningful hierarchies and dimensions. If the report is too summarized, there may not be enough detail for a useful breakdown.
Variance Analysis
Variance analysis is one of the more practical Planning Agent capabilities. Finance teams regularly compare Actuals against Budget, Forecast, prior forecast, or prior periods. Planning Agent can help identify significant variances, highlight top variance cells, analyze contributing dimensions, provide narrative explanations, and show charts of top contributors.
Users can start variance analysis through Ask Workday prompts or directly from variance columns in matrix reports. This allows the investigation to begin from the report itself instead of requiring users to manually create additional views.
This does not remove the need for FP&A review. A variance still needs a business explanation. Planning Agent helps users find and organize the variance drivers faster.
Visual Output and PowerPoint Export
When Planning Agent generates charts or tables, users can review the information visually and change chart types where supported. The content can also be exported to PowerPoint.
This can be useful for preparing management review material or sharing analysis outside Adaptive Planning. However, exported content should still be reviewed before distribution. The numbers, chart labels, and commentary should be validated against the source report.
For finance reporting, this control is important. A presentation-ready chart is helpful, but it should not bypass normal review.
Current Limitations
There are several limitations users should understand before relying on Planning Agent.
Responses are currently supported only in US English. Conversations are not retained after the session ends. Each prompt is treated independently, so users should not assume the system remembers prior questions in the same way a person would. Suggested questions may not cover every possible analysis need.
Users should also validate the output before making business decisions. This includes checking numbers, commentary, charts, and any explanation generated from the report context.
These limitations do not make the feature unusable. They simply mean it should be implemented with the right expectations. Planning Agent is a reporting analysis aid, not a replacement for report design, model governance, or finance ownership.
Implementation Considerations
Before enabling Planning Agent broadly, organizations should review matrix report design, user permissions, report filters, version comparisons, account hierarchy, level structure, and dimension availability.
The best results will usually come from reports that are already clean, well-structured, and aligned to common planning questions. If a report is overloaded with unrelated data, unclear filters, or confusing version layouts, Planning Agent may produce less useful output.
Enablement is also important. Users should understand what Planning Agent can do, where it works, what it cannot see, and how to validate the results. This is especially important for budget owners or operational users who may not understand the underlying model structure.
Final Observation
Planning Agent adds a useful way to explore data inside Workday Adaptive Planning matrix reports. It can summarize report data, identify trends, detect unusual values, compare results, break down totals, and support variance analysis.
The feature is most useful when it is connected to well-designed reports and clear finance review processes. It should not be treated as a replacement for reporting architecture or business judgment.
For FP&A teams, the practical value is speed. Planning Agent can help users get to the likely review areas faster, but the final interpretation still belongs to the finance team.