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Quarterly Finance Review Template

Four documents and three sheets that test every department's total in both directions, then flag when its cost stops matching its own headcount.

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What you get

Pack of 7 files: 4 documents, 3 spreadsheets

Quarterly Finance Review Template
  • Department Budget vs ActualSpreadsheet
  • Headcount Plan vs ActualSpreadsheet
  • Initiative SpendSpreadsheet
  • Review AgendaDocument
  • Department Commentary PromptDocument
  • Quarterly Review DeckDocument
  • Decisions LogDocument

Page one for this query is mostly spreadsheet and slide-deck downloads: income-statement grids, PowerPoint shells with chart placeholders, a Word document with fields to fill in. The most developed one, a twelve-slide finance QBR template, goes further: a KPI scorecard with dollar and percentage variance side by side, an opex slide that lists headcount beside spend by function. Its own flagging rule is a single percentage band, green within 2 percent, red beyond 5. That opex slide never joins the headcount number to the cost number beside it.

None of them is built around a department presenting its own numbers either. Every one of these decks is a single consolidated deck for the whole company, and a company total is an average. Copperfield Software, Inc., an illustrative SaaS company, reviewed Q2 2026 across five departments; its total variance came in at $22,400.00 favorable, 0.35 percent, immaterial by any company-level test. Department by department, three of five cleared this pack's own $40,000.00-and-4-percent test, run in both directions: Marketing $42,200.00 over, Customer Success $66,400.00 over, and Engineering $149,000.00 under.

Engineering's number is favorable, exactly the case a percentage-only, overspend-only test misses. Its headcount ran five heads light against plan; at its own budgeted rate per head, that gap predicts a people-cost saving, and the actual saving came in $59,000.00 short of it. Customer Success's headcount matched plan exactly, so its $33,000.00 residual has no hiring gap to hide behind. Segment reporting exists so a reader sees what a consolidated statement does not show, and COSO routes a finding to the party who can fix it, not to a company-wide summary.

A department only counts as on plan once its total and its headcount-adjusted people cost both check out

The dual materiality test run in both directions, the coherence residual a total-only view cannot see, and the agenda built from both.

Quarterly Finance Review Template
RiverDepartment Budget vs Actual

Department Budget vs Actual

Copperfield Software, Inc., an illustrative SaaS company. Q2 2026, five departments, flagged only when a total clears both an $40,000 and a 4% threshold against its own budget, in either direction.

DepartmentPeopleInitiativeOtherTotal Bud.Total Act.VarianceFlagged
Sales609,70042,50091,200755,000743,400-11,600 (-1.54%)N
Marketing371,000138,40057,800525,000567,200+42,200 (+8.04%)Y
Engineering2,205,000274,000128,0002,756,0002,607,000-149,000 (-5.41%)Y
Customer Success1,461,00025,00071,4001,491,0001,557,400+66,400 (+4.45%)Y
G&A793,00058,50052,100874,000903,600+29,600 (+3.39%)N
TOTAL5,439,700538,400400,5006,401,0006,378,600-22,400 (-0.35%)

The company total is favorable by $22,400, 0.35%: immaterial on its own. Engineering clears the dollar test alone at 5.41%; G&A clears neither test despite a $29,600 miss, since 3.39% falls short of the 4% bar.

RiverHeadcount & Coherence Check

Headcount Plan vs Actual & Coherence Check

Expected people cost = budgeted rate per head × actual average headcount. Residual = actual people cost minus that expected figure. Flagged past $25,000 either way.

DepartmentPlan HCActual HCRate/hdExpectedActual Ppl. CostResidualFlag
Sales62.061.010,000610,000609,700-300N
Marketing20.020.019,000380,000371,000-9,000N
Engineering42.037.058,0002,146,0002,205,000+59,000Y
Customer Success34.034.042,0001,428,0001,461,000+33,000Y
G&A20.021.038,000798,000793,000-5,000N

Customer Success’s headcount matches plan exactly, so its residual equals its raw people-cost variance: there is no hiring gap left to explain the $33,000 away. Engineering’s favorable $149,000 total is hiding a $59,000 adverse residual underneath it.

RiverReview Agenda

Review Agenda — 90 minutes, ordered by dollar impact

Block length is set by how many separate causes a department has to explain, not by the size of its variance.

TimeItemCausesMinutes
0:00Opening: company snapshotFixed10
0:10EngineeringTotal + coherence + initiative25
0:35Customer SuccessTotal (Other Opex) + coherence20
0:55MarketingTotal (initiative only)15
1:10Roll call: Sales + G&ANeither test cleared5
1:15Decisions and closeFixed15
TOTAL90

Engineering gets the longest block with the most causes to walk through, not the largest dollar variance alone — Customer Success’s $66,400 miss earns less time than Engineering’s $149,000 one because it has one fewer distinct thing to explain.

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What's in the pack

01

Department Budget vs Actual

Every department's people costs, initiative spend and other opex against budget, with a dollar-and-percent test run in both directions so a large favorable number gets checked as hard as an overage.

02

Headcount Plan vs Actual

Every department's average headcount against plan, and the residual between what that gap alone predicts for people cost and what people cost actually came in at. Set the loaded rate itself in the headcount plan.

03

Initiative Spend

Every named initiative this quarter, budget against actual, whether or not it moved, so a department's total is never the only place an overrun is visible.

04

Review Agenda

This cycle's time-boxed agenda, ordered by each flagged department's own dollar variance, with block length set by how many separate causes that department has to explain.

05

Department Commentary Prompt

The reusable question sent to any department flagged on either test, asking for a cause for each flagged component separately rather than one answer for the whole line.

06

Quarterly Review Deck

One slide per department, reading from the two sheets directly. Unflagged departments share a single closing slide. The externally-facing version of the same quarter is the board financial package.

07

Decisions Log

Every decision the review actually made, stated as an outcome, with one owner and one due date, carried forward until it closes rather than reopened as a fresh question. The audit committee's open items register tracks a controls finding the same way, across meetings rather than starting over.

08

Space rule

A department's total is tested in both directions, and its people cost is separately checked against what its own headcount gap predicts, before either counts as on plan. It governs every prompt in the space.

How to use it

  1. 1

    Open in River, or download it

    Open the pack in River and let the agent build both registers from your own numbers, or download the blank Word and CSV files instantly with no account.

  2. 2

    Send actuals, budget and headcount by department

    Split into people costs, initiative spend and other opex, plus average headcount, planned and actual. Both sheets get built from the same numbers, so they never disagree.

  3. 3

    Commentary goes out to whatever is flagged

    Every department that clears either test gets a written request built from its own numbers, due ahead of the review so a late answer can still be chased once.

  4. 4

    The agenda and deck build themselves

    Ordered by dollar impact, timed by how many separate causes each department has to explain, with the rest sharing one roll-call slide rather than a blank one each.

Frequently asked questions

Is this template free?

Completely. Take the Word documents and CSV sheets with no signup, no card and no trial. Edit with AI is an optional second path for anyone who would rather the agent build both registers from a real ledger and headcount export than start from a blank deck. More packs sit in the template library.

Why test a favorable variance as hard as an overage?

Because a large favorable number can sit on top of an unfilled hiring plan, which is not automatically good news. This pack's dollar-and-percent test runs in both directions for exactly that reason, which is how it catches a department whose total looks fine but whose cost per head is rising.

What is the coherence residual, exactly?

The gap between a department's actual people cost and what its own headcount gap alone would predict, using that department's own budgeted rate per head. A department whose headcount matched plan exactly will show a residual equal to its raw people-cost variance, since there is no gap left to explain it away.

How is this different from a quarterly business review deck?

A QBR deck template gives you a scorecard and a revenue bridge for the whole company, which this pack also produces at the department level. What it adds is the join a shared deck never makes: checking a department's own headcount against its own people cost before either counts as on plan.

Does this replace the monthly management report?

No. The monthly management report scores committed actions against the ledger every month; this pack runs the deeper quarterly pass across every department's own numbers, with a coherence check the monthly cadence does not need to run as often.

What happens to a department with no commentary yet?

It stays off the agenda as a discussion item and gets chased once before the review. It is listed as open with the specific flagged line still attached, rather than presented from memory in the room in place of a real answer.

What format are the downloaded files?

Four .docx documents covering the agenda, the commentary prompt, the deck outline and the decisions log, plus three .csv sheets, all in one zip, filled in for the sample company so the structure is visible before real numbers are sent.

Sources

  1. kpmg.comHandbook: Segment reporting (pre-ASU 2023-07) (opens in a new tab)
  2. coso.orgÑÒ4.Ô 2’Ó")T[ ¢žôÏY îQ™Êgœ{‹t(›PßøæFí$±„ ŸÄ_¾ (opens in a new tab)

Written by

Chandler Supple

Co-founder & CEO, River

Chandler has spent the last six years working in AI, building tools for millions of users and Fortune 100 companies. In 2025, he co-founded River to build a new kind of operating system for AI agents.

LinkedInGitHubX

Reviewed by

Brian Joseff, Co-founder, River

LinkedInX

Related workspaces

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Headcount plan and cost template

Where a department's loaded rate per head gets set in the first place, before this pack uses it to compute the coherence residual.

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Review next quarter department by department, not as one average

Download the blank pack as a Word document and CSV files, or open it in River and let the agent build both registers from your own numbers.

Edit with AI