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What Does “Good” FP&A Look Like at a 10-Person Startup vs. a 100-Person Startup?

Written by Johnnie Walker
Financial Planning & AnalysisGrowth Hub

Founders calibrate almost everything else to their stage: hiring, product scope, go-to-market spend. Finance infrastructure often doesn’t get the same treatment. Companies either ignore it entirely until a fundraise forces the issue, or they build a finance function sized for a company three stages ahead of where they actually are.

Both mistakes are expensive, just in different ways.

The Common Mistake: Same Finance Infrastructure at Every Stage

Underbuilding shows up as a familiar line: “we’ll worry about FP&A when we’re bigger.” At 10 people, this feels reasonable, and often it is, for a while. The problem surfaces the moment the company needs to raise, present to a board, or explain a variance, and discovers there’s no clean financial history to draw from. Building that history retroactively under deadline pressure is far harder than building it as you go.

Overbuilding is the less obvious mistake, but it’s just as costly. Hiring a full-time VP of Finance before the company has found product-market fit means paying senior-level compensation for a function that doesn’t yet have enough financial complexity to justify it. The VP ends up doing bookkeeping-adjacent work well below their level, and the company carries a fixed cost it didn’t need yet.

The right calibration question isn’t “what does great FP&A look like,” but “what does the right FP&A look like for a company this size, doing what mine is doing right now.”

10 People (Seed / Early A) 30–50 People (Series A) 100 People (Series B/C)
Core deliverable Clean model, monthly actuals, 12-month cash forecast Rolling 12-month forecast, board package, unit economics, department P&Ls Full 3-statement model, scenario planning, KPI dashboard
Cadence Monthly review Monthly close, quarterly board cycle Monthly close, quarterly forecast refresh, ongoing scenario updates
Who runs it Fractional CFO/controller, 10–20 hrs/month Fractional CFO + accounting, 20–40 hrs/month Fractional CFO or in-house VP of Finance, full function
Rooled’s role Build the foundation, keep you investor-ready Own the full cycle: forecast, board, unit economics Run the function, or support transition to an in-house hire

FP&A at 10 People (Seed / Early Series A)

At this stage, the finance function needs exactly three things: a clean financial model that reflects reality rather than a template pulled from a fundraising deck, a monthly actuals review that catches discrepancies while they’re still small, and a 12-month cash forecast that tells the founder how much runway actually remains.

What isn’t needed yet is complex scenario modeling or department-level P&Ls. A 10-person company usually has one or two functional groups worth tracking, not enough organizational complexity to justify breaking the P&L apart by department. Building that level of detail this early adds overhead without adding insight.

A fractional CFO or controller working 10 to 20 hours a month is the right level of resourcing here. This is enough time to maintain a clean model, run the monthly review, and keep the cash forecast current, without paying for capacity the business doesn’t yet need.

Rooled’s role at this stage is to build the foundation properly the first time: a model architecture that can scale as the company grows, a cadence that becomes habit rather than a scramble, and a company that’s investor-ready at any point rather than needing weeks of cleanup before a raise.

FP&A at 30–50 People (Series A)

Once a company has raised a Series A and is operating with a board, the finance function needs to grow into that governance layer. A rolling 12-month forecast becomes standard rather than optional, refreshed regularly rather than built once and left static. A formal board package, delivered on a consistent cadence, becomes a recurring deliverable rather than a one-time document.

Unit economics modeling also becomes essential at this stage, since board members and investors expect to see CAC, payback period, and margin structure broken out clearly rather than folded into a single blended number. Department-level P&Ls start to matter too, as the organization now has enough distinct functions, sales, engineering, customer success, marketing, that tracking spend by department reveals patterns a single consolidated P&L would hide.

Headcount modeling tied explicitly to revenue milestones becomes part of the standard toolkit. Rather than hiring against a generic plan, the model should show which hires unlock which revenue outcomes, and at what cost, so headcount decisions connect directly to the growth the company is trying to produce.

This is typically a fractional CFO working alongside a dedicated accounting function, at somewhere between 20 and 40 hours a month. The complexity has grown enough to need real time, but not yet enough to justify a full-time finance hire.

FP&A at 100 People (Series B/C)

By 100 people, the finance function needs to operate at full maturity. A complete three-statement model, tied together and updated on a consistent cycle, replaces the simpler standalone model that worked at earlier stages. Scenario planning becomes a standing practice rather than an occasional exercise, since a company at this size faces enough operational and market complexity that a single-point forecast is no longer sufficient. A KPI dashboard tracking the leading indicators specific to the business, alongside detailed pricing analysis as the revenue model matures, rounds out the core toolkit.

Department-level budgets with real variance reporting become the operating norm. Each department head should be able to see their own budget against actuals, and the finance function needs to explain variances at that level of granularity rather than only at the company-wide total.

This stage is also typically when companies start preparing for an in-house VP of Finance hire, if they haven’t made that hire already. Rooled’s role here can go either direction: continuing as the fractional CFO for companies that are well served by that model even at scale, or providing structured transition support that hands off a mature, well-documented function to an incoming in-house leader without losing continuity in the process.

How to Know When You’ve Outgrown Your Current Finance Function

A few concrete signs tend to show up before a founder consciously registers that the finance function needs to change.

If a variance can’t be explained without someone going back through Slack to reconstruct what happened, the financial function isn’t capturing enough context in real time. The explanation should live in the monthly review, not in someone’s memory of a conversation from six weeks ago.

If the board starts asking questions that take 48 hours of scrambling to answer, the reporting cadence has fallen behind what the governance structure now requires. A board-ready finance function should be able to answer most follow-up questions within the meeting itself, not days later.

If a raise is approaching and confidence in the model is shaky, that’s the clearest signal of all. A fundraise is the worst possible time to discover that the finance function hasn’t kept pace with the company’s growth, and the fix is far more painful under deadline pressure than it would have been six months earlier.

About the Author

Johnnie Walker

Co-Founder of Rooled, Johnnie is also an Adjunct Associate Professor in impact investing at Columbia Business School. Educated in business and engineering, he's held senior roles in the defense electronics, venture capital, and nonprofit sectors.