Finance

Scenario-based financial forecasting, modeling, and sensitivity analysis

Use AI to generate revenue forecasts with multiple scenarios (Base/Optimistic/Downside), build layered sensitivity models across many variables, and visualize outcomes—enabling faster FP&A-style analysis for planning and decision-making.

Why the human is still essential here

Finance owners choose scenarios, set business constraints, and verify forecast reasonableness against market context and company strategy.

How people use this

3-scenario revenue forecast with toggle controls

Agent Mode builds Base/Optimistic/Downside scenarios with assumption toggles and produces charts showing revenue trajectories and deltas versus base.

Microsoft Excel (Copilot Agent Mode)

Driver-based forecast linked to CRM pipeline

Agent Mode connects pipeline/export data to a forecast model, calculates conversion and ramp assumptions, and visualizes outcomes by segment and period.

Microsoft Excel (Copilot Agent Mode) / Power Query / Salesforce

Risk simulation for forecast ranges

Agent Mode sets up a probabilistic revenue simulation (assumption distributions and summary percentiles) and charts forecast ranges for risk-aware planning.

Microsoft Excel (Copilot Agent Mode) / Oracle Crystal Ball

Driver-based sensitivity grid in Excel

AI helps generate a driver-based model template (assumptions, formulas, and sensitivity tables) and iterates scenarios quickly as you adjust inputs.

Microsoft Excel Copilot / ChatGPT

Connected planning scenarios in Anaplan

AI-assisted scenario setup runs dozens of what-if cases across revenue, headcount, and cost drivers in a connected planning model for rapid comparison.

Anaplan

Rolling forecast what-if packs in Adaptive

AI helps build and stress-test rolling forecast scenarios with layered sensitivities (price-volume-mix, churn, hiring plans) and summarizes impacts.

Workday Adaptive Planning

Community stories (1)

LinkedIn

Microsoft released Agent Mode in Excel.

Microsoft released Agent Mode in Excel.

Think Copilot, but instead of just suggesting, it acts inside your workbook.


It builds, edits, and reasons step by step.


I put together a full guide for CFOs, Finance, and FP&A teams on how to use this new AI capability for finance:


https://lnkd.in/eaFuD7vH


And a video guide: https://lnkd.in/eWjVxGrG


It also includes a step by step on how to "download" it.


This way you can see what has been tested and know if it can help you to automate reporting, forecasting, and even build valuation models!


If you want me to send the Excel file with the results just comment "AI Agent Mode" and I can send!


Here’s what Agent Mode can do live in your workbook:


✅ Automate budget roll-forwards across tabs

✅ Merge messy data into clean Pivot-ready tables

✅ Generate full variance analysis with commentary

✅ Build multi-tab models like DCFs & 3-statement forecasts

✅ Iterate until the output matches CFO-level standards


Also remember before submitting a prompt, you can select which model you prefer to use, Agent Mode in Excel supports the latest Anthropic and Open AI models available to you.


To switch between models, use the model picker dropdown.


And the best part? Everything stays editable.


Some sample prompts you can try right now:


"Build a 5-year DCF model with revenue, OPEX, EBITDA, FCF, and terminal value. Format outputs in CFO-ready style."


"Consolidate actuals from multiple sheets into one clean variance-to-budget report with conditional formatting."


"Generate a revenue forecast with 3 growth scenarios (Base, Optimistic, Downside) and plot a chart of outcomes."


"Draft a month-end financial summary with key drivers, risks, and opportunities based on this dataset."


"Reshape this dataset into a management-ready P&L with standard financial formatting and subtotals."


Hope this guide helps!


Some notes from Microsoft's announcement:


How to try it


1. Use https://excel.new to quickly create new Excel workbooks.


2. Select Home > Copilot and open Copilot chat.


3. Select the Tools menu and choose Agent Mode.


4. Start with an outcome-based simple prompt, like “Build a loan calculator that computes monthly payments based on user inputs for loan amount, annual interest rate, and term in years. Generate a schedule showing month, payment, principal, interest, and remaining balance. Present the results in a clear, formatted table.”


Tell me in the comments if you have questions or what was your result! :)


Notes from Microsoft's website on Availability


Agent Mode in Excel requires either a Microsoft 365 Personal or Family subscription (with an AI credits plan), a Microsoft 365 Premium subscription, a commercial Microsoft 365 Copilot subscription, or a Copilot Chat-eligible Microsoft 365 or Office 365 business or enterprise subscription.

CM
Christian MartinezFinance Senior Manager
Feb 26, 2026