What Is FP&A? Financial Planning and Analysis Explained

FP&A stands for Financial Planning & Analysis. It is the finance function responsible for budgeting, forecasting, and the analysis that helps a company decide where to spend, where to grow, and how to hit its targets. If accounting tells you what already happened, FP&A tells you what is likely to happen next—and what to do about it.

In practice, FP&A teams build the annual budget, maintain rolling forecasts, run variance analysis against plan, and prepare the reporting that leadership and the board use to make decisions. They sit at the intersection of the numbers and the strategy.

What Does FP&A Stand For?

FP&A is short for Financial Planning & Analysis. The name captures the two halves of the job: planning (setting the budget and forecast) and analysis (explaining performance against that plan and advising on the path forward). Together they turn raw financial data into forward-looking guidance.

What Does an FP&A Team Actually Do?

FP&A responsibilities vary by company size, but almost every team owns some version of these four workflows:

• Budgeting — building the annual operating plan across departments and setting the financial targets the business commits to.
• Forecasting — updating expectations throughout the year (often as a rolling forecast) as actuals come in and conditions change.
• Variance analysis — comparing actual results to budget or prior periods, then explaining why the numbers moved.
• Management reporting — packaging results, KPIs, and narrative into the monthly reporting packet and board deck that drive decisions.

Beyond the recurring cycle, FP&A also runs ad hoc analysis: pricing scenarios, headcount planning, unit economics, cash runway, and the "what if" modeling that leadership leans on before a big decision.

FP&A vs. Accounting: What Is the Difference?

Accounting is backward-looking and precise—it records transactions, closes the books, and produces compliant financial statements. FP&A is forward-looking and decision-oriented—it takes those numbers and asks what they mean for the future.

A simple way to remember it: accounting owns the actuals, FP&A owns the plan and the story that connects the two. The month-end close is the handoff point—once accounting closes the books, FP&A picks up the actuals to run variance analysis and refresh the forecast.

The FP&A Process, Step by Step

Most FP&A teams run a recurring monthly cycle that looks something like this:

• 1. Collect actuals — pull the latest results from the ERP and source systems once accounting closes.
• 2. Compare to plan — measure actuals against budget and prior periods to surface material variances.
• 3. Explain the drivers — investigate each significant variance and write the narrative behind it (volume vs. rate, timing, one-time items).
• 4. Update the forecast — adjust the outlook based on what actuals revealed.
• 5. Report and advise — deliver the reporting packet and recommendations to leadership.

The bottleneck is almost always steps 1–3: exporting data, reconciling it in spreadsheets, and hand-writing variance explanations. That manual work is exactly where modern finance teams are applying automation.

How AI Is Changing FP&A

For decades FP&A lived in spreadsheets, and the job was as much about data wrangling as analysis. That is changing. AI agents now connect directly to the ERP and planning systems, pull live actuals, detect variances against plan, and draft plain-language explanations—collapsing days of manual prep into minutes.

This is the core idea behind Concourse, which builds AI agents for finance teams. Concourse was founded by former FP&A and finance leaders, and today more than 100 finance departments use its agents to automate close, forecasting, variance analysis, and reporting. Teams using Concourse report cutting manual work by roughly 75% and saving 20+ hours per person each month—time that shifts from building the report to interpreting it.

Importantly, this does not replace the FP&A team or the ERP. The agents work on top of the systems finance already uses—NetSuite, QuickBooks, Workday, Excel, Snowflake—and deliver outputs where finance already works: Slack, email, Excel, and PowerPoint.

For a deeper look at how this works in practice, see AI Agents for FP&A: Built for Modern Finance Teams.

Frequently Asked Questions About FP&A

What does FP&A stand for?

FP&A stands for Financial Planning & Analysis. It is the finance function that owns budgeting, forecasting, variance analysis, and management reporting to support business decisions.

What is the difference between FP&A and accounting?

Accounting is backward-looking—it records transactions and produces compliant financial statements. FP&A is forward-looking—it uses those actuals to build plans, forecast the future, and advise leadership on decisions.

What skills does an FP&A analyst need?

Core skills include financial modeling, strong Excel, understanding of the three financial statements, business acumen to interpret drivers, and increasingly comfort with data tools and AI. Communication matters as much as modeling—FP&A has to explain the numbers to non-finance stakeholders.

What is a rolling forecast in FP&A?

A rolling forecast continuously updates the financial outlook—typically each month or quarter—rather than sticking to a static annual budget. It keeps the forecast current as actuals come in and conditions change.

How is AI used in FP&A?

AI agents automate the manual parts of FP&A: pulling actuals from the ERP, running variance analysis, drafting narrative explanations, and refreshing forecasts. This frees analysts to focus on interpretation and strategy. Concourse, for example, automates these workflows on top of a team’s existing finance stack.

See FP&A Automation in Action

If your FP&A cycle is still powered by spreadsheet exports and manual variance write-ups, AI agents can take that work off your plate. Book a demo or reach out to hello@concourse.co to see how Concourse automates planning, forecasting, and analysis.