SAP Analytics Cloud Planning: Build Your First Budget Model in 2026

Welcome to Part 4 of our SAP Analytics Cloud series. In Part 1 we covered what SAC is. In Part 2 we built our first dashboard. In Part 3 we connected SAC to live data sources.

Now we tackle the feature that truly makes SAP Analytics Cloud unique among analytics platforms — Planning.

While tools like Power BI and Tableau focus purely on reporting what already happened, SAC Planning lets business users actively plan what will happen next — budgets, forecasts, targets, and what-if scenarios — all inside the same platform where they do their reporting.

This guide shows you how to build a complete budget planning model from scratch.

What is SAP Analytics Cloud Planning?

SAP Analytics Cloud Planning is a built-in capability that allows organisations to create collaborative, driver-based financial and operational plans directly inside SAC.

Before SAC Planning, most companies built their budgets in one of two ways:

Excel-based planning — hundreds of spreadsheets emailed back and forth, manual consolidation, version control nightmares, no audit trail
Separate planning tools — SAP BPC, Anaplan, Hyperion — powerful but expensive, complex to maintain, disconnected from reporting

SAC Planning solves both problems. It is built into the same platform as your reporting — so the numbers your finance team plans in SAC are immediately visible in the dashboards your CFO looks at every morning.

Key planning concepts in SAC

Before building your first model, understand these four core concepts. Everything else builds on them.

1. Planning Model

A planning model is the foundation of everything in SAC Planning. It defines:

What data you are planning — revenue, costs, headcount, units
What dimensions you are planning across — time, cost centre, product, region
What versions exist — Actual, Budget, Forecast, Prior Year
What currency settings apply

Think of a planning model as the structured container that holds all your planning data.

2. Versions

Versions are one of the most important concepts in SAC Planning. Every number in a planning model belongs to a version.

Common versions in enterprise planning:

Version	What it contains
Actual	Real financial data imported from SAP S/4HANA or BW
Budget	Annual budget approved by management
Forecast	Rolling forecast updated monthly
Prior Year	Last year’s actuals for comparison

Versions allow you to compare Budget vs Actual vs Forecast side by side in the same report — which is the core of financial reporting.

3. Dimensions

Dimensions define how you slice and analyse your planning data. A typical financial planning model has:

Time — months, quarters, years
Account — revenue accounts, cost accounts, balance sheet accounts
Cost Centre — organisational units responsible for costs
Profit Centre — units responsible for profitability
Product — product lines or categories
Region — geographic breakdown

Every cell in your planning model is defined by the intersection of these dimensions — for example, Revenue for Product A in the North Region in January Budget.

4. Data Actions

Data Actions are automated calculations and data transformations in SAC Planning. They allow you to:

Copy data from one version to another — copy Actuals to create a Forecast starting point
Allocate costs from one cost centre to others based on drivers
Calculate derived values automatically — gross margin from revenue and costs
Run top-down distributions — spread an annual total across months

Data Actions are what transforms SAC from a simple data entry tool into a genuine enterprise planning platform.

Step 1 — Create your planning model

Log into your SAC trial account and navigate to the Modeler.

Click New Model → Select Planning Model (not Analytical Model — this distinction is important).

Configure the Time Dimension

The time dimension is mandatory in every planning model.

Granularity — select Monthly (most common for financial planning)
Fiscal year variant — select your fiscal year — January to December for calendar year companies
Planning horizon — set the years you want to plan — for example 2024 to 2027

Create your Account Dimension

The account dimension represents your chart of accounts — the financial line items you plan.

Click Add Dimension → Account type

Add these accounts for a simple revenue and cost model:

Account ID	Account Description	Account Type
REV001	Total Revenue	Income
COGS001	Cost of Goods Sold	Expense
GP001	Gross Profit	Income
OPEX001	Operating Expenses	Expense
EBIT001	Operating Profit	Income

For Gross Profit and Operating Profit — set them as formula accounts that calculate automatically:

GP001 = REV001 minus COGS001
EBIT001 = GP001 minus OPEX001

This means whenever a user enters Revenue or Cost numbers — Gross Profit and Operating Profit calculate automatically. No manual formulas needed.

Create additional dimensions

Add these dimensions to your model:

Cost Centre dimension:

CC001 — Sales
CC002 — Marketing
CC003 — Operations
CC004 — Finance
CC005 — IT

Region dimension:

NORTH — Northern Region
SOUTH — Southern Region
EAST — Eastern Region
WEST — Western Region

Configure Versions

In the model settings, add these versions:

Actual — set as Public, read-only (data imported from source systems)
Budget 2026 — set as Public, writeable for planning users
Forecast Q3 2026 — set as Public, writeable for forecast updates
Prior Year 2025 — set as Public, read-only

Click Save Model — give it the name Financial Planning Model 2026.

SAP Analytics Cloud Planning budget model guide 2026

Step 2 — Import actual data

Your budget model is most useful when compared against real actuals. Import your actual financial data so users can see Budget vs Actual variance immediately.

In your planning model, click Import → File Upload

Upload a CSV file with your actual data in this format:

Version,Time,Account,CostCentre,Region,Amount
Actual,2026.01,REV001,CC001,NORTH,125000
Actual,2026.01,REV001,CC001,SOUTH,98000
Actual,2026.01,COGS001,CC003,NORTH,45000
Actual,2026.02,REV001,CC001,NORTH,138000

SAC maps each column to the corresponding model dimension and imports the data.

In a real enterprise implementation this import would happen automatically via a scheduled connection to SAP S/4HANA or BW — but for learning purposes the CSV import demonstrates exactly how the data structure works.

Step 3 — Build the budget input form

The budget input form is where your finance team actually enters their budget numbers. In SAC Planning, input forms are built as Stories — but with special planning-enabled tables that allow data entry.

Create a new Story and connect it to your Financial Planning Model.

Add a planning table

Click Insert → Table → enable the Planning toggle in the table settings.

Configure the table:

Rows — Account dimension
Columns — Time (months)
Version filter — Budget 2026
Other filters — add dropdown filters for Cost Centre and Region

The table now shows all your account rows across all months — with empty cells ready for budget entry.

Enable data entry

In the table settings, enable “Allow data entry in stories” — this turns the table cells from read-only into editable input fields.

Now your finance team can click any cell and type their budget number directly.

Add data locking

For a proper budget process you need to control who can enter data and when. SAC Planning has built in data locking.

In your Story, add a Data Locking widget:

Lock by Cost Centre — each cost centre manager can only edit their own area
Lock by Time — close prior months so users cannot retroactively change approved budgets
Lock by Version — once Budget is approved, lock it so nobody can accidentally change it

Step 4 — Add spreading and distribution

Entering 12 monthly numbers manually for every account is tedious. SAC Planning has built-in spreading capabilities that save enormous time.

When a user enters an annual total — SAC can automatically distribute it across months using different spreading methods:

Spreading Method	How it works	Best for
Equal	Divides total equally across all months	Simple cost lines
Proportional	Distributes based on existing reference data	Revenue with seasonality
Manual	User defines percentages per month	Custom distribution
Copy from Prior Year	Applies prior year monthly pattern	Most financial line items

To enable spreading — right click any annual total cell in your planning table → Spread Values → select spreading method.

A finance manager can now enter annual revenue of €1,200,000 → right click → Spread Equal → SAC automatically populates €100,000 for each of the 12 months. One entry instead of twelve.

Step 5 — Build the Budget vs Actual dashboard

The most valuable output of your planning model is the Budget vs Actual comparison — showing finance teams and management exactly where performance is ahead or behind plan.

Create a new page in your Story for the management dashboard.

Add a variance chart

Insert a Chart → select Waterfall chart type — perfect for showing variance analysis.

Configure:

Base value — Budget 2026 Revenue
Variance — Actual Revenue minus Budget Revenue
Breakdown — by month

The waterfall chart immediately shows which months exceeded budget (green bars) and which fell short (red bars) — a clear visual that management can understand in seconds.

Add a KPI comparison tile

Insert a KPI Tile with:

Primary value — Actual Revenue Year to Date
Comparison value — Budget Revenue Year to Date
SAC automatically shows the variance amount and percentage

Add a detailed variance table

Insert a Table showing:

Rows — all accounts (Revenue, COGS, Gross Profit, OPEX, EBIT)
Columns — Actual, Budget, Variance Amount, Variance Percentage
Conditional formatting — red for negative variance, green for positive

This table gives finance teams the complete picture — not just total revenue but every line item compared to plan.

Step 6 — Create a rolling forecast

A budget is set once a year. A rolling forecast is updated monthly — reflecting the latest view of how the year will end based on actual performance to date plus revised estimates for remaining months.

Set up the forecast version

In your model you already created a Forecast Q3 2026 version. Now populate it:

Step 1 — Copy actuals to forecast
Use a Data Action to automatically copy January to June actuals into the forecast version for those months. This means the forecast for completed months always equals actual performance.

In your model → Data Actions → New Data Action

Add a Copy step:

Source: Version = Actual, Time = January to June 2026
Target: Version = Forecast Q3 2026, Time = January to June 2026
Run this Data Action at the start of each month

Step 2 — Allow manual entry for remaining months
July to December in the Forecast version remain editable. Finance teams update their estimates for remaining months based on latest business intelligence.

Step 3 — Add forecast to your dashboard
Add Forecast as a third column in your variance table — now showing Actual vs Budget vs Forecast for every line item. This three-way comparison is the standard format for management reporting in most large enterprises.

Step 7 — Add What-If scenario analysis

What-If analysis is one of the most powerful features of SAC Planning — and one that immediately impresses business users when they see it for the first time.

What-If scenarios allow users to model the financial impact of business decisions before committing to them.

Create a private version for scenarios

In SAC Planning, private versions are personal copies of planning data that only the creator can see. They are perfect for What-If analysis.

A sales director can create a private version and ask — what happens to our full year profit if we win a major new contract worth €500,000 in Q3? They adjust the revenue numbers, SAC instantly recalculates all dependent accounts, and they see the full P&L impact immediately — without affecting any published data.

Build a scenario comparison Story page

Add a new page to your Story with:

A scenario selector — letting users switch between Budget, Forecast, and private What-If versions
A dynamic P&L table that updates based on selected scenario
A chart showing revenue and profit lines across all scenarios simultaneously

This single page gives management the ability to model business decisions in real time during board meetings — a capability that previously required days of Excel modelling by the finance team.

Common SAC Planning mistakes to avoid

After implementing SAC Planning across multiple enterprise clients these are the mistakes we see most often:

1. Building the model before defining the process
Technology should follow process — not the other way around. Before building anything in SAC, document your planning process. Who enters data? Who approves? What is the timeline? What granularity do you need? Build the model to match the process.

2. Too many dimensions
Every dimension multiplies the size of your planning model. A model with 8 dimensions where each has 100 members has 100 billion possible data cells. Keep dimensions to what is genuinely needed for planning — you can always add more later.

3. No data validation rules
Without validation, users can enter any number — including obvious errors like negative revenue or costs that exceed revenue. Add validation rules in your model to flag impossible values before they corrupt your planning data.

4. Skipping the authorisation concept
In a real planning process, a cost centre manager should only see and edit their own cost centre. A regional director should see all cost centres in their region. The CFO should see everything. Design your authorisation concept before building — retrofitting it afterwards is painful.

5. Treating SAC Planning like Excel
The biggest mindset shift required for successful SAC Planning adoption. Users accustomed to Excel want to build complex formulas in individual cells. SAC Planning works differently — logic belongs in the model, not in the input form. Invest time in proper model design and user training.

What’s coming in Part 5

In Part 5 we explore SAC’s built-in AI capabilities — Smart Predict for automated machine learning forecasting and Search to Insight for natural language data exploration.

These features are genuinely impressive and increasingly important as SAP pushes AI across its entire product portfolio.

The complete series:

Part 1 — What is SAP Analytics Cloud?
Part 2 — Building your first SAC Story and Dashboard
Part 3 — Connecting SAC to your data sources
Part 4 — SAC Planning — building your first budget model (you are here)
Part 5 — SAC AI features — Smart Predict and Search to Insight
Part 6 — SAC vs Power BI — full honest comparison

Key takeaways

SAC Planning combines budgeting, forecasting, and reporting in one platform — eliminating the Excel planning nightmare
Planning models have four core components — model structure, versions, dimensions, and data actions
Versions allow Budget vs Actual vs Forecast comparison in the same report — the standard for enterprise financial reporting
Spreading and distribution features save enormous time — enter one annual total and SAC distributes across months automatically
What-If scenario analysis allows business decisions to be modelled in real time — without affecting published planning data
Process design must come before technology — define your planning process first, then build the SAC model to support it

Published by the Data Cloud Insights team — SAP data professionals with hands-on enterprise implementation experience across Europe.

SAP Analytics Cloud Planning: How to Build Your First Budget Model (2026 Guide)