Your Plan Says Grow 5%. Which Numbers Change?

Key points

• A flat 5% makes your biggest segment bigger. It doesn’t show where growth can land.
• Give the agent a growth target, and it recommends where the growth lands by product line and region, using internal and external indicators.
• The agent explains every change.
• Approved changes go into a separate adjustment layer. The agent’s number and your team’s number stay side by side.

Every planning cycle, management sets a direction: grow revenue 5%, enter a new market. Nobody decides which products, customers or entities carry it, and no report holds the answer.

To find it, you weigh four numbers at once: last year’s actuals, the current plan, what capacity allows, and what the market says is coming. Most planners reconcile them by hand. Many skip that and add 5% to every line.

That’s the part that bites later. A flat uplift never asks where the business can carry growth. It makes your biggest segment bigger and your plan more fragile, not more accurate. You didn’t get it wrong. You got it fast, because fast was the only option you had.

What’s new in the Board FP&A Agent?

Board introduced its FP&A Agent and Controller Agent earlier this year. They analyze performance, explain variances and reconcile financial data.

Now they also change the numbers, once you approve. The FP&A Agent writes approved adjustments into the plan. The Controller Agent writes them into the close. Board calls the capability Governed Data Entry & Adjustment.

How do you spread a growth target across the plan?

Start with the target. Run it against last year’s actuals, the current plan, operational forecasting, and an econometric forecast, built by Board’s in-house economists from the outside indicators that drive your business. The FP&A Agent then recommends an adjustment for each segment, by product line and region as well as in total.

The model produces the number. The agent explains it. Next to each recommendation you see the driver: softer demand in one region, cost pressure on one product line. If a change leans too hard on one segment, or the reason doesn’t hold up, the agent flags it before you act. A flat 5% never runs that check.

Then you decide. Apply the recommendation to every segment at once or one at a time, change it, or ignore it, as you would with advice from a good analyst. The plan doesn’t change until you approve.

Where does an approved change go?

When you approve, the change doesn’t land as an anonymous number. The agent writes it to its own adjustment layer, apart from every value your team typed. The number the agent proposed and the number you approved stay in the plan, side by side, for good.

An approval button records that someone said yes. The adjustment layer keeps both numbers.

That record matters. Gartner predicts over 40% of agentic AI projects will be canceled by the end of 2027, citing escalating costs, unclear business value or inadequate risk controls. It also advises CFOs piloting a first finance agent to judge it by whether the team can “reconstruct what the agent planned, accessed, and produced for every run.”

The adjustment layer covers the “produced” part, for every number the agent changes. It keeps the numbers, not the conversation. The agent’s chat isn’t saved, so note your reason when you approve.

When someone asks why the number moved

You’re in the review. Someone points at a number and asks why it moved. You don’t go hunting for a chat window that’s already closed. You open the adjustment layer: the number the agent proposed and the number you approved. The why is yours to bring, and now you have the numbers to back it. That’s the difference between defending a number and defending a guess.

It’s also how a CFO commits to the number, and how the business gets to act on it. Sales gets regional targets it can hit. Hiring follows the segments that carry the growth. And nobody adds 5% to every line again.

See it for yourself.

Learn more about the Board FP&A Agent.

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