Applied AI for Finance and Accounting · Appendix

FP&A Operating Model: 5 Key Terms

By Devon Coombs, CPA, MBA · Teaching Professor of Finance, Santa Clara University · Reviewed August 2026

Financial planning and analysis, often shortened to FP&A, connects accounting data to forward-looking decisions through budgets, forecasts, and management reporting. An operating model describes how that work is organized, and mature teams generally rely on driver-based planning so that changes in volume, price, or cost flow through to operating income in a traceable way. Fluency with concepts such as the scenario and the structured hypothesis helps analysts state what a plan assumes and then test those assumptions against results, a discipline emphasized in the free Applied AI for Finance and Accounting course.

These terms are taught in Appendix: The FP&A Operating Model of the free Applied AI for Finance and Accounting course; the full course glossary collects every chapter in one place.

Driver-based planning

Building a forecast from operating drivers (units, price, headcount) rather than growing last year's totals by a percentage.

Operating income

Gross profit less operating expenses; the plan's bottom-line measure of core profitability before financing and tax.

Operating model

A driver-based financial plan that builds revenue from units and price, ties cost to revenue, and lets operating income fall out, used to plan and pressure-test a year.

Scenario

A version of the plan under a defined change in a driver (a price hold, a volume miss), used to see the range of outcomes.

Structured hypothesis

The stance that a plan is a testable set of assumptions, not a prediction, so it is judged on whether its drivers hold rather than on a single outcome.

Put the vocabulary to work: the free calculators and decision guides apply these terms, and the free Applied AI for Finance and Accounting course teaches them in context.