What a Fractional AI FP&A Agent Does

It is Monday, 8:14 AM. Your CFO opens the cash brief the FP&A analyst promised to ship at 7:00 AM. The sheet opens on a tab from the Friday close that reads $12.4M against a bank feed that cleared at $11.8M on Saturday. The variance line on row 94 is blank. The CEO asks on Slack for the runway number against the Q1 hiring plan, and the FP&A lead replies that the three-scenario cut is landing Wednesday. The board deck for Thursday still reads the October number on slide 11.

The FP&A function was priced as the one that closes the month on day eight with the three-scenario forecast reconciled against the plan the board signed. The firehose runs against NetSuite, Ramp, Rippling, Stripe, HubSpot, and the two bank feeds. Six systems, 42 GL accounts, 240 vendor lines, 94 employees on the headcount cut, and one analyst who last shipped the clean Monday cash brief in week two of the quarter.

What the FP&A function ships on cadence

The function ships five cuts a week against the stack. Monday cash brief at 7:00 AM with the trailing-week burn reconciled against the bank. Wednesday three-scenario forecast against the plan, the stretch, and the floor. Thursday board cut update that reads the gap closed on day seven of the quarter. Friday vendor spend reconciliation against Ramp and the AP ledger. Monthly close by day eight against 42 GL accounts with the variance brief signed by the Controller.

The FP&A lead at $180K base, the analyst at $110K, and the Controller at $200K carry the function. Loaded cost year one lands $620K to $720K. The three titles ship the Monday cash brief on cadence one quarter out of four. The other three quarters, the brief lands Tuesday at 2:00 PM against a Slack thread of version edits the CEO reads twice before signing off on the runway number.

The gap is the synthesis. NetSuite stores the GL, Ramp stores the card spend, and Rippling stores the headcount and the benefits load. Stripe stores the MRR, HubSpot stores the forecast against the 240 opportunities, and the bank feeds store the cleared transactions. None of the six systems ship the one Monday page the CEO reads at 7:02 AM against the Q1 commit.

What the stuck version costs

Pull the trailing four months of close cadence. Month one closed day 12 against a $420K variance the Controller rebuilt in week two. Month two closed day 14 against the Rippling true-up the HRIS pushed late. Month three closed day 11 against the Ramp category remap the FP&A lead ran by hand across 240 vendor lines. Month four is still open on day eight, and the Monday cash brief carries the delta the CEO reads against the Tuesday pipeline review.

The three-scenario forecast runs on a spreadsheet the FP&A analyst rebuilt in September against the Q4 commit. The plan scenario reads $4.2M quarterly commit, the stretch reads $5.1M, and the floor reads $3.4M. Two of the three scenarios reconcile against Salesforce on week one. The third scenario carries the Q3 close assumptions the analyst never swapped after the pricing change the CEO signed in #exec in week three of the quarter, and the internal comms gap carries the number into the Thursday board deck.

Loaded time on the three titles reads 62 hours a week on the synthesis work. 24 hours on the Monday cash brief against the bank reconciliation. 18 hours on the Wednesday scenario rebuild. 14 hours on the Friday vendor spend cut. Six hours on the Thursday board cut update. The function ships one quarter clean out of four, and the CFO reads the drift against the Series C data room every time.

What the agent reads on day one

A fractional AI FP&A agent reads against NetSuite, Ramp, Rippling, Stripe, HubSpot, and the two bank feeds on day one. 42 GL accounts, 240 vendor lines, 94 employees, 240 opportunities on the forecast, and the trailing six months of cleared bank transactions. Tags every GL line against the mapping the Controller signed, every vendor against the Ramp category rules, and every forecast adjustment against the stage transition rules the RevOps cuts ship on Tuesday.

Week one, the agent ships the Monday cash brief at 7:02 AM. Trailing-week burn reconciled against the bank. 42 GL accounts tagged against the mapping. Three variance lines flagged for the Controller review. Headcount cost pulled from Rippling against the benefits load. The brief lands on one page in 420 words and reads the runway against the Q1 hiring plan on line one.

Week two, the Wednesday three-scenario forecast lands against the plan, the stretch, and the floor. Each scenario reconciles against Salesforce for the 240 opportunities, against HubSpot for the 94 SQLs, and against Rippling for the headcount load on the proposed hires. Week three, the Friday vendor spend reconciliation ships against Ramp and the AP ledger with the 11 vendors flagged for the renewal call. Week four, the monthly close brief lands on day eight against the 42 GL accounts with the variance brief ready for the Controller signoff.

What the three cuts read on day 15

Day 15, the CFO opens the Monday cash brief at 7:02 AM. $11.8M cash on hand reconciled against the Saturday bank clear. $1.9M trailing-month burn against a $2.1M plan. Runway reads 11 months against the current headcount, nine months against the Q1 hiring plan, and 14 months against the floor scenario. Three variance lines cited with the GL account, the vendor, and the mapping rule flagged. The Controller signs off at 7:28 AM and the brief routes into the exec sync at 8:00 AM.

Wednesday 7:02 AM, the three-scenario forecast opens on one page. The plan scenario reads the $4.2M commit against the 240 opportunities, the stretch reads the $5.1M against the 94 SQLs forecast against the pipeline brief, and the floor reads the $3.4M against the two deals the Gong call-scoring rubric flagged for the stage transition miss. Each scenario cites the headcount load, the Ramp category spend, and the MRR trajectory from Stripe.

Friday 7:02 AM, the vendor spend cut ships against Ramp and the AP ledger. 240 vendor lines tagged, 11 flagged for the renewal call, three flagged for the category remap the Controller signed in October. The brief lands on half a page and the Head of Finance keeps the signoff on every renewal and every remap before it ships.

The unit economics against a fourth FP&A hire

The stuck version opens a Senior FP&A Manager req at $160K base plus benefits. Loaded year one lands $220K to $260K. Ramp runs two quarters before the Monday cash brief holds for three weeks in a row against the bank reconciliation. Year two reads $240K loaded against a function that already runs three titles at $620K combined load.

A 14-day sprint stands up the agent against the six systems. Build cost lands $52K to $78K depending on the GL mapping depth and the Ramp category rules. Ongoing cost sits at $3K to $5K a month on API spend, read access against the six systems, and the Controller who signs the Monday cash brief. Year one lands $88K to $138K against the $220K to $260K loaded line on the fourth hire, and the Monday brief ships at 7:02 AM against day 15 of the engagement instead of month six of the ramp.

The three humans keep every judgment call. The FP&A lead signs every scenario swap. The Controller signs every GL mapping edit and every variance brief. The Head of Finance signs every vendor renewal and every category remap. The agent clears the 62 hours of synthesis the three titles ran by hand, and the function ships the five cuts on cadence from week two of the engagement.

What the CFO reads on day 30

Day 30, the CFO opens the monthly close brief on day eight against the 42 GL accounts. Variance brief signed by the Controller at 8:14 AM. Headcount cost reconciled against Rippling. Vendor spend reconciled against Ramp. MRR trajectory reconciled against Stripe. The board deck for Thursday reads the November number on slide 11, and the Series C data room carries the same Monday cash brief the exec team signs at 7:28 AM.

The three FP&A titles stay on the judgment calls that move the quarter. The agent runs the cuts against the six systems on cadence. If your Monday cash brief lands Tuesday at 2:00 PM against a Slack thread of version edits, the version where the brief ships at 7:02 AM against the Saturday bank clear is 14 days away. You can keep running the close on day 14 against a fourth FP&A hire that ramps for two quarters, or you can scope a sprint and read the three-scenario forecast at 7:02 AM against the plan the board signed.