Work / Case study
FP&A & Corporate Finance

FP&A Financial Planning & Performance Dashboard

Financial Planning & Analysis | Forecasting | Budgeting | Performance Analytics

Dataset24 months · Jan 2024 – Dec 2025Simulated demonstration data — not a real company. Independent portfolio project.

Revenue vs. budget, monthly

USD · Jan 2024 – Dec 2025
546k504k462k420kJan 24Jul 24Jan 25Jul 25
ActualBudget
$11.93MTotal revenue
$4.36MEBITDA · 36.6%
$3.56MNet cash flow
Type
Independent FP&A project
Period
Jan 2024 – Dec 2025 · monthly
Data
Simulated demonstration dataset
Built with
Microsoft Excel

Overview

This is an independent FP&A project focused on financial planning, budgeting, performance analysis and management reporting. It turns 24 months of actuals and budget into a one-page executive dashboard, a month-by-month variance analysis and a cash flow view.

Developed and adapted an FP&A financial planning and performance dashboard designed to analyze budget-versus-actual performance, revenue and operating-expense variances, KPIs, cash flow and planning scenarios.

The model incorporates monthly actuals and budget data, formula-driven KPI calculations, revenue and OPEX variance analysis, EBITDA and margin analysis, net cash flow monitoring, a rolling three-month revenue view, and Base / Optimistic / Downside scenario multipliers.

Key outputs include revenue, OPEX, EBITDA and EBITDA margin, net cash flow, budget variances, rolling three-month revenue and full-period scenario impacts.

Demonstration data. The actuals, budget and scenario figures are a simulated dataset used to illustrate FP&A technique. They are not the reported financials of any real company. Not affiliated with, sponsored by or endorsed by any company.
Model flow

From monthly data to management insight.

Raw actuals and budget feed a single KPI sheet; every dashboard, variance table and cash flow view is a formula-driven reading of that sheet.

  1. Actuals & Budget Data

    24 months (Jan 2024 – Dec 2025) of revenue, OPEX, capex, cash in and cash out, plus monthly budget revenue and OPEX.

  2. KPI Calculations

    Variance $ and %, EBITDA, net cash flow and rolling 3-month revenue as transparent Excel formulas.

  3. Executive Overview

    A one-page dashboard of KPI cards and four trend charts.

  4. Revenue Variance Analysis

    Month-by-month actual vs. budget with above / below budget commentary.

  5. Cash Flow & Rolling View

    Net cash flow monitoring and a rolling 3-month revenue view.

  6. Scenario Analysis

    Base, Optimistic and Downside multipliers applied to revenue and OPEX.

  7. Model Checks

    10 automated checks on data alignment, formula errors and scenario logic.

Key capabilities

What's inside the workbook.

Budget vs. Actual

Monthly revenue and OPEX compared with budget in both dollars and percent.

Variance Analysis

A month-by-month revenue variance table with commentary; 16 of 24 months finished above budget.

KPI Calculations

EBITDA, EBITDA margin, variances and net cash flow built as transparent formulas that replicate the original Power BI measures.

Cash Flow Analysis

Cash in, cash out and net cash flow by month, with total and average liquidity summaries.

Rolling 3-Month Revenue

A trailing three-month revenue view for directional trend monitoring.

Scenario Analysis

Base, Optimistic and Downside multipliers flex revenue and OPEX totals with a single selector.

Key metrics

Full-period results.

Figures are as recorded in the Excel model for the 24-month period (Base scenario) and are not read live from the file. The dataset is simulated.

Revenue$11,933,910Total actual revenue, Jan 2024 – Dec 2025
Revenue variance+$108,7710.9% above budget · 16 of 24 months above budget
Operating expenses (OPEX)$7,570,334Total actual OPEX for the period
OPEX variance+$5,3170.1% over budget (positive = above budget)
EBITDA$4,363,57636.6% margin · revenue less OPEX
Net cash flow$3,562,743Cash in less cash out · no negative months
Latest month revenue$461,149December 2025
Rolling 3M revenue$1,467,552Trailing three months, latest

Variances are actual less budget, so a positive revenue variance is favorable while a positive OPEX variance means spending above budget. EBITDA is revenue less OPEX (a simplified proxy; the source data has no cost of goods sold or D&A). Average monthly cash flow: $148,448; average monthly revenue variance: +0.98%.

Ask about this model

Quicker than reading the tables.

Type a question about this dashboard, or tap one below. It answers only from this model's own figures and assumptions.

Model views

Inside the workbook.

Each view is rebuilt from the values on a worksheet, so the tables and charts stay legible on any screen.

Executive Overview

One-page KPI dashboard · USD
Total revenue (actual)$11,933,910Full period
Total revenue variance$108,7710.9% vs budget
Total OPEX (actual)$7,570,334Full period
Total OPEX variance$5,3170.1% vs budget
Total EBITDA$4,363,57636.6% margin
Net cash flow (total)$3,562,743Full period
Latest month revenue$461,149Dec-2025
Rolling 3M revenue (latest)$1,467,552Trailing 3 months

Revenue vs. budget revenue (monthly)

546k504k462k420kJan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25
ActualBudget

OPEX vs. budget OPEX (monthly)

347k231k116k0Jan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25
ActualBudget

EBITDA trend

239k192k146k100kJan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25

Net cash flow & rolling 3M revenue

1586k1057k529k0Jan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25
Net cash flowRolling 3M revenue

Period: Jan-2024 to Dec-2025 | Active Scenario: Base. Positive OPEX variance means spending above budget. EBITDA here is revenue less OPEX, a simplified proxy as defined in the workbook. The four charts mirror those on the workbook's Executive Overview sheet.

Revenue Variance Analysis

Actual vs. budget · monthly
Months above budget16 of 24
Months below budget8 of 24
Average monthly variance %+0.98%

Monthly revenue variance ($) — actual less budget

18kJan 2487818k−2kApr 2413k−9k−4kJul 245k−4k16kOct 24−13k5k−11kJan 2518k9k−10kApr 2516k4442kJul 25−15k19k3kOct 2517k17k
MonthRevenueBudget revenueVariance $Variance %Status
Jan 2024$462,251$444,137+$18,114+4.1%Above budget
Feb 2024$497,488$496,610+$878+0.2%Above budget
Mar 2024$506,898$489,090+$17,808+3.6%Above budget
Apr 2024$474,963$477,432−$2,469−0.5%Below budget
May 2024$536,028$523,091+$12,937+2.5%Above budget
Jun 2024$466,264$475,652−$9,388−2.0%Below budget
Jul 2024$468,316$472,335−$4,019−0.9%Below budget
Aug 2024$504,131$498,913+$5,218+1.0%Above budget
Sep 2024$473,869$477,715−$3,846−0.8%Below budget
Oct 2024$463,637$447,973+$15,664+3.5%Above budget
Nov 2024$525,231$538,350−$13,119−2.4%Below budget
Dec 2024$494,883$489,544+$5,339+1.1%Above budget
Jan 2025$489,688$501,032−$11,344−2.3%Below budget
Feb 2025$526,053$508,169+$17,884+3.5%Above budget
Mar 2025$523,412$514,891+$8,521+1.7%Above budget
Apr 2025$536,122$545,698−$9,576−1.8%Below budget
May 2025$495,786$479,537+$16,249+3.4%Above budget
Jun 2025$502,834$502,390+$444+0.1%Above budget
Jul 2025$490,661$488,366+$2,295+0.5%Above budget
Aug 2025$521,823$536,903−$15,080−2.8%Below budget
Sep 2025$506,020$486,884+$19,136+3.9%Above budget
Oct 2025$506,828$503,593+$3,235+0.6%Above budget
Nov 2025$499,575$482,887+$16,688+3.5%Above budget
Dec 2025$461,149$443,947+$17,202+3.9%Above budget

Variance $ = revenue − budget revenue; variance % = variance ÷ budget revenue. The workbook adds a one-line commentary to each month (above budget: favorable; below budget: review demand and pricing drivers).

Cash Flow & Rolling Revenue View

Liquidity monitoring · monthly
Total net cash flow$3,562,743
Months with negative cash flow0
Average monthly cash flow$148,448

Net cash flow trend

210k140k70k0Jan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25

Rolling 3-month revenue

1586k1190k795k400kJan 24Apr 24Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25
MonthCash inCash outNet cash flowRolling 3M revenue
Jan 2024$456,080$362,798$93,282$462,251†
Feb 2024$504,880$351,720$153,160$959,739†
Mar 2024$523,725$348,016$175,709$1,466,637
Apr 2024$484,701$317,838$166,863$1,479,349
May 2024$527,136$348,303$178,833$1,517,889
Jun 2024$482,947$372,933$110,014$1,477,255
Jul 2024$461,591$354,630$106,961$1,470,608
Aug 2024$504,182$373,456$130,726$1,438,711
Sep 2024$480,670$337,457$143,213$1,446,316
Oct 2024$470,247$336,222$134,025$1,441,637
Nov 2024$523,520$332,281$191,239$1,462,737
Dec 2024$502,731$352,930$149,801$1,483,751
Jan 2025$498,398$362,658$135,740$1,509,802
Feb 2025$536,607$361,607$175,000$1,510,624
Mar 2025$538,562$344,773$193,789$1,539,153
Apr 2025$546,962$337,083$209,879$1,585,587
May 2025$514,404$348,387$166,017$1,555,320
Jun 2025$495,052$352,864$142,188$1,534,742
Jul 2025$487,328$360,778$126,550$1,489,281
Aug 2025$518,836$344,386$174,450$1,515,318
Sep 2025$517,090$370,557$146,533$1,518,504
Oct 2025$514,793$344,729$170,064$1,534,671
Nov 2025$494,060$382,029$112,031$1,512,423
Dec 2025$457,521$380,845$76,676$1,467,552

Net cash flow = cash in − cash out. The rolling 3-month revenue is a trailing three-month sum (the workbook labels it a forecast). † The first two months sum fewer than three months of data.

Scenario Analysis

Full-period impact · illustrative multipliers
ScenarioRevenue adj.OPEX adj.Total revenueTotal OPEXΔ revenue vs BaseΔ OPEX vs Base
Base1.00x1.00x$11,933,910$7,570,334——
Optimistic1.10x0.95x$13,127,301$7,191,817+$1,193,391−$378,517
Downside0.90x1.08x$10,740,519$8,175,961−$1,193,391+$605,627

Definitions: Optimistic = +10% Revenue / −5% OPEX vs. Base. Downside = −10% Revenue / +8% OPEX vs. Base, reflecting a stress scenario for planning purposes. The multipliers are illustrative planning assumptions from the original project. The workbook applies the selected multiplier to full-period revenue and OPEX totals in its Scenario Impact Summary; each row above applies that scenario's multipliers to the same totals. The workbook is saved on the Base case.

KPI Calculations

Monthly, formula-driven · USD
MonthRevenueBudget rev.Rev. var $Rev. var %OPEXBudget OPEXOPEX var $OPEX var %EBITDANet cash flowRolling 3M rev.
Jan 24$462,251$444,137+$18,114+4.1%$298,610$284,682+$13,928+4.9%$163,641$93,282$462,251
Feb 24$497,488$496,610+$878+0.2%$320,893$327,492−$6,599−2.0%$176,595$153,160$959,739
Mar 24$506,898$489,090+$17,808+3.6%$306,537$295,454+$11,083+3.8%$200,361$175,709$1,466,637
Apr 24$474,963$477,432−$2,469−0.5%$297,598$284,924+$12,674+4.4%$177,365$166,863$1,479,349
May 24$536,028$523,091+$12,937+2.5%$309,281$313,074−$3,793−1.2%$226,747$178,833$1,517,889
Jun 24$466,264$475,652−$9,388−2.0%$313,419$303,027+$10,392+3.4%$152,845$110,014$1,477,255
Jul 24$468,316$472,335−$4,019−0.9%$319,343$326,972−$7,629−2.3%$148,973$106,961$1,470,608
Aug 24$504,131$498,913+$5,218+1.0%$333,538$339,921−$6,383−1.9%$170,593$130,726$1,438,711
Sep 24$473,869$477,715−$3,846−0.8%$304,124$319,070−$14,946−4.7%$169,745$143,213$1,446,316
Oct 24$463,637$447,973+$15,664+3.5%$308,402$305,731+$2,671+0.9%$155,235$134,025$1,441,637
Nov 24$525,231$538,350−$13,119−2.4%$296,054$301,338−$5,284−1.8%$229,177$191,239$1,462,737
Dec 24$494,883$489,544+$5,339+1.1%$333,141$321,491+$11,650+3.6%$161,742$149,801$1,483,751
Jan 25$489,688$501,032−$11,344−2.3%$331,392$342,772−$11,380−3.3%$158,296$135,740$1,509,802
Feb 25$526,053$508,169+$17,884+3.5%$318,153$329,508−$11,355−3.4%$207,900$175,000$1,510,624
Mar 25$523,412$514,891+$8,521+1.7%$295,460$288,215+$7,245+2.5%$227,952$193,789$1,539,153
Apr 25$536,122$545,698−$9,576−1.8%$297,411$288,062+$9,349+3.2%$238,711$209,879$1,585,587
May 25$495,786$479,537+$16,249+3.4%$306,413$303,233+$3,180+1.0%$189,373$166,017$1,555,320
Jun 25$502,834$502,390+$444+0.1%$304,818$319,216−$14,398−4.5%$198,016$142,188$1,534,742
Jul 25$490,661$488,366+$2,295+0.5%$315,735$315,692+$43+0.0%$174,926$126,550$1,489,281
Aug 25$521,823$536,903−$15,080−2.8%$318,674$324,232−$5,558−1.7%$203,149$174,450$1,515,318
Sep 25$506,020$486,884+$19,136+3.9%$320,965$325,304−$4,339−1.3%$185,055$146,533$1,518,504
Oct 25$506,828$503,593+$3,235+0.6%$338,944$334,306+$4,638+1.4%$167,884$170,064$1,534,671
Nov 25$499,575$482,887+$16,688+3.5%$344,387$346,991−$2,604−0.8%$155,188$112,031$1,512,423
Dec 25$461,149$443,947+$17,202+3.9%$337,042$324,310+$12,732+3.9%$124,107$76,676$1,467,552
Total$11,933,910$11,825,139+$108,771$7,570,334$7,565,017+$5,317$4,363,576$3,562,743

Variance = actual − budget. EBITDA = revenue − OPEX. Net cash flow = cash in − cash out. These are the workbook's transparent Excel versions of the original Power BI measures.

Model Checks

Automated integrity checks
CheckWhat it testsStatus
Actuals row count = Budget row countBoth tables should cover the same 24 monthsPASS
All Actuals months match Budget months (1:1)Flags any month-key misalignment between the two source tablesPASS
No error values in KPI CalculationsScans all formula output for broken-reference, divide-by-zero, type, or lookup errorsPASS
No error values in Revenue Variance AnalysisScans the variance table for formula errorsPASS
No error values in Cash Flow & ForecastScans the cash flow table for formula errorsPASS
Revenue Variance $ = Revenue − Budget Revenue (spot check, latest month)Confirms the variance formula ties out arithmeticallyPASS
EBITDA = Revenue − OPEX (spot check, latest month)Confirms EBITDA formula ties out arithmeticallyPASS
Scenario selector matches a valid scenarioGuards against a blank or mistyped scenario selectionPASS
Scenario-adjusted revenue ≥ 0Sanity check that scenario multipliers do not produce a negative resultPASS
Total Revenue ties to Data - Actuals totalCross-checks the KPI sheet total against the raw data total rowPASS

All 10 checks are live formulas that re-evaluate when the data or scenario changes; each reads PASS in the saved workbook.

Tools

Skills applied.

Microsoft ExcelFP&ABudgetingVariance AnalysisKPI AnalysisCash Flow AnalysisScenario Analysis
Methodology

How the model works.

Historical performance

Twenty-four months of monthly data (January 2024 – December 2025) form the analysis base for revenue, OPEX, capex, cash in and cash out.

Budgeting

A monthly budget for revenue and OPEX is held alongside the actuals and matched to them month for month.

Actual performance

Actual monthly results feed every KPI on one calculation sheet, so each view reads from a single source.

Variance analysis

Variance $ is actual less budget and variance % is variance divided by budget, for both revenue and OPEX. A positive OPEX variance means spending above budget.

Rolling forecast view

Rolling 3-month revenue is a trailing sum of the latest three months, replicating the original Power BI measure. It is a directional trend indicator, not a statistical forecast.

Scenario analysis

A selector picks Base, Optimistic (+10% revenue, −5% OPEX) or Downside (−10% revenue, +8% OPEX); the multipliers are applied to full-period revenue and OPEX totals.

KPI analysis

EBITDA is revenue less OPEX, with EBITDA margin shown against total revenue. The workbook flags this as a simplified proxy.

Cash flow analysis

Net cash flow is cash in less cash out, with the total, the monthly average and a count of negative months.

Management reporting

An Executive Overview page brings the KPI cards and trends together, and 10 automated checks confirm the data lines up and the formulas are error-free.

Source & Attribution

Adapted and extended from an existing FP&A / financial dashboard framework. The financial analysis, forecasting assumptions, scenario analysis, KPI presentation, and portfolio presentation were developed and adapted for this independent finance project.

Built on a public project. The starting point was “Executive-FP-A-Dashboard,” a Power BI dashboard published on GitHub. Its simulated demonstration dataset, KPI definitions and scenario multipliers come from that project. My contribution was converting it into a standalone Excel model: the workbook architecture, the formula-driven KPI logic, formatting, automated model checks, documentation, and this portfolio presentation.

Explore the model yourself.

Open the workbook to trace each KPI back to the monthly data and switch between the Base, Optimistic and Downside cases.

Executive_FPA_Dashboard.xlsx · Excel workbook · 53 KB