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CFO analytics connects business-unit earnings, customer collections and outstanding commitments. Build a reconciled review from finance exports, separate profit from available cash and assign decisions to the right owner.
CFO analytics connects business-unit profit, customer collections and outstanding commitments in one reconciled review. It answers whether earnings are turning into cash, which units need attention and whether upcoming payments fit the funding available. Begin with the closed books and supporting exports, then attach an owner and decision to each material exception.
The broader financial analytics guide explains the underlying discipline. A CFO review applies it across the company, with a consistent cutoff and a clear distinction between realized results and future assumptions.
| CFO question | Measure or comparison | File that supplies the evidence | Review owner |
|---|---|---|---|
| Which units generate earnings? | Operating profit and operating margin | Ledger by business unit and account | Controller and unit leader |
| Where have sales absorbed cash? | Receivables movement, receipts and aging | Invoice register, receipt applications and aging | Credit and collections |
| What must be paid next? | Remaining obligations by expected payment date | Payables, purchase-order lines and capital commitments | Procurement and treasury |
| Can we fund those payments? | Available cash plus expected receipts less scheduled outflows | Reconciled cash and dated treasury assumptions | Treasury |
| Which action changes the outlook? | Evidenced cost, collection or timing change | Exception register and supporting documents | Named business owner |
Do not make revenue growth answer all these questions. The SEC's financial statement guide distinguishes income statements, which report earnings over a period, from cash flow statements, which report cash movements. Profitable sales and available cash are related, but payment timing can move them in different directions.
Freeze the period and business-unit mapping before combining files. Use the same reporting currency, net-revenue policy and cost classifications across units. Retain document IDs, transaction dates, posting dates, account codes and unit codes so adjustments remain visible.
Reconcile the unit ledger to the company trial balance. Separate intercompany activity and explain eliminations before using a consolidated total. Keep shared-cost allocations identifiable: a unit can look less profitable because the allocation changed even when its direct operating performance did not.
Receipts need invoice applications rather than bank deposits alone. A deposit may include several customers or unapplied cash. Purchase commitments need remaining quantities, invoiced amounts, cancellation terms and expected payment dates. An original order value is not evidence of the amount still payable. The financial dashboard template provides a presentation layout after these definitions and controls are settled.
Consider a fictional Ohio industrial supplier reviewing September 2026. All amounts are USD. The ledger assigns all operating costs to the units, and there are no intercompany sales. Operating profit here is before interest and income taxes; it is not net income or cash generated.
Operating profit = Net revenue - Cost of goods sold - Operating expenses
Operating margin = Operating profit / Net revenue
| Business unit | Net revenue (USD) | Cost of goods sold (USD) | Operating expenses (USD) | Operating profit (USD) | Operating margin |
|---|---|---|---|---|---|
| Components | 900,000 | 540,000 | 210,000 | 150,000 | 16.7% |
| Service | 600,000 | 240,000 | 240,000 | 120,000 | 20.0% |
| Total | 1,500,000 | 780,000 | 450,000 | 270,000 | 18.0% |
Components earns $900,000 - $540,000 - $210,000 = $150,000. Service earns $600,000 - $240,000 - $240,000 = $120,000. The company check is $1,500,000 - $780,000 - $450,000 = $270,000, which equals the sum of unit profits.
Divide total profit by total revenue for the company margin: $270,000 / $1,500,000 = 18.0%. Percentages are rounded to one decimal place after calculation. Components contributes more profit dollars, while Service retains more operating profit per revenue dollar. Neither observation establishes which unit deserves the next investment; collection timing and capacity requirements still matter.
All example sales are on credit. There are no credit memos, write-offs, foreign-currency movements or unapplied receipts during the month. The receipts below are applied to the units' receivables, including invoices issued before September.
| Business unit | Opening receivables (USD) | Credit sales (USD) | Applied receipts (USD) | Closing receivables (USD) | Receivables change (USD) |
|---|---|---|---|---|---|
| Components | 260,000 | 900,000 | 780,000 | 380,000 | 120,000 |
| Service | 180,000 | 600,000 | 640,000 | 140,000 | -40,000 |
| Total | 440,000 | 1,500,000 | 1,420,000 | 520,000 | 80,000 |
The proof is opening receivables plus credit sales less applied receipts equals closing receivables. For the company, $440,000 + $1,500,000 - $1,420,000 = $520,000. Receivables increased by $80,000, exactly the difference between the period's credit sales and applied receipts under these assumptions.
Components needs an invoice-aging investigation because its receivables rose by $120,000. That increase does not establish delinquency: the invoices may still be within agreed terms. Service collected more than its current-period sales because it also collected opening balances. Do not call that a current-month invoice collection rate.
The separate CFO questions about sales data guide owns deeper commercial interrogation. Keep this review focused on the financial consequence and the owner of the follow-up.
Next, build the October payment schedule. The following amounts are assumed payable during October. Purchase-order commitments exclude everything already recorded in payables, and capital commitments exclude both payable balances and the operating purchase-order column.
| Business unit | Existing payables due (USD) | Remaining operating commitments due (USD) | Remaining capital commitments due (USD) | Scheduled obligation outflows (USD) |
|---|---|---|---|---|
| Components | 170,000 | 150,000 | 60,000 | 380,000 |
| Service | 90,000 | 50,000 | 20,000 | 160,000 |
| Total | 260,000 | 200,000 | 80,000 | 540,000 |
The obligation total is $260,000 + $200,000 + $80,000 = $540,000. This is a scheduled payment view, not another expense to subtract from September operating profit. A capital purchase and the payment of an existing payable have different accounting consequences from a new operating expense.
For public-company reporting, SEC Item 303 requires analysis of material cash requirements from known contractual and other obligations, including their timing. The practical lesson for this internal review is to preserve dates and obligation types rather than relying on an undated outstanding total.
Treasury supplies these separate October assumptions:
| Cash schedule item | Amount (USD) | Treatment |
|---|---|---|
| Opening unrestricted cash | 700,000 | Starting balance |
| Expected customer receipts | 500,000 | Add; assumption, not booked cash |
| Scheduled obligation outflows above | 540,000 | Subtract once |
| Other outflows, including payroll and taxes | 300,000 | Subtract; excludes the obligations above |
| Projected closing cash | 360,000 | 700,000 + 500,000 - 540,000 - 300,000 |
This simplified schedule assumes no other receipts or payments. It does not prove intramonth funding sufficiency. Treasury should date the individual cash movements and compare the lowest projected balance with the company's approved liquidity requirement. Use the cash flow forecast method for that timing review.
Bring your business-unit ledger, receivables, receipt applications and remaining commitment files; Covirage maps the columns, and its tools compute the comparisons and check the reconciliations. The external AI model explains the results with every figure traced to its rows. Create a free Covirage account and bring a sample of your own data.
See Covirage for finance teams for the supporting business context.
Use a business-unit ledger, receivables aging, customer receipt applications, bank reconciliation and remaining purchase commitments. Add capital spending and debt schedules when relevant. Each file needs an agreed cutoff, stable identifiers and a control total that finance can reconcile to the closed books.
Customer receipts can include older invoices, so receipts divided by current revenue is not a current-invoice collection rate. Use that comparison as a timing signal, then inspect invoice applications and aging. Calculate a collection rate only for a defined invoice population with matching receipts.
The controller owns accounting definitions and reconciliations. Treasury owns cash availability and payment timing. FP&A assembles comparisons, while business-unit leaders explain operating movements. The CFO decides priorities and resolves tradeoffs using the evidence, assumptions and exceptions recorded in the review.
Some amounts may overlap as goods arrive and invoices are recorded. Match purchase-order lines to receipts and invoices, then include only the remaining uninvoiced obligation alongside payable balances. Apply the same overlap check to capital commitments before adding them to a cash schedule.