Blog · Alternatives and comparisons · Finance and FP&A teams
Choose a financial analytics provider by the work it delivers, the evidence behind its findings and the responsibilities it accepts. Test one profit and cash question before agreeing a recurring engagement.
Financial analytics companies should be selected by the financial question they can answer, the evidence they return and the work your team must retain. Start with one reconciled profit and cash question from company exports. A useful provider explains the result, identifies what remains uncertain and leaves finance able to reproduce the work.
A finance team seeking recurring commentary needs a different engagement from one investigating a disputed margin figure. Define the gap before requesting proposals. The broader financial analytics workflow connects financial evidence to decisions; provider selection adds scope, responsibility and handoff requirements.
| Approach | Best fit | Required deliverable | Responsibility to clarify |
|---|---|---|---|
| Specialist analysis engagement | A bounded cash, margin or performance question | Reconciled calculations, findings and exceptions | Who approves definitions and resolves missing evidence |
| Recurring finance analysis service | A regular management review with consistent measures | Period pack, movement explanations and action register | Who closes the source period and refreshes the analysis |
| Fractional finance leadership | Decisions need an experienced finance owner as well as analysis | Decision papers, priorities and agreed review cadence | Decision authority and the boundary with internal leadership |
| Internal team using analytical tools | Finance can own interpretation and needs a practical calculation workflow | Repeatable calculations and evidence from company files | Who maintains mappings and reviews results |
These approaches can coexist. Ask the provider to explain which responsibilities its proposal actually covers. Avoid assuming that a broad service label includes bookkeeping, close management, assurance or forecasting support.
If the underlying problem is choosing reporting technology, the financial reporting software buyer guide addresses that separate decision. Buying an engagement does not settle which software your finance team should own.
Use a short statement of work that names the decision, period, entity scope and accepted inputs. For example: explain why a US distributor reported a profit while generating much less operating cash, and identify the balance movements requiring follow-up.
List the files: the closed income statement, opening and closing balance sheets, cash flow statement, receivables aging, inventory summary and trade-payables export. Include source row identifiers and the reporting currency. Ask the controller to approve the metric definitions before the provider starts.
The SEC's financial statement guide explains that an indirect operating cash flow presentation reconciles net income to operating cash through noncash items and changes in operating assets and liabilities. That makes a profit-to-cash bridge a useful bounded test: the provider must explain a difference that can be checked.
Agree the output format too. A useful package contains the calculation workbook or equivalent traceable tables, a definition sheet, source controls, exceptions, a short explanation and named follow-up owners. Specify whether recurring work includes refreshing these materials or only presenting them.
The following illustrative US distributor has no income tax, interest or other income-statement items in the test period. Operating expenses below exclude depreciation, which is listed separately. All amounts are USD.
| Income statement input or calculation | Amount (USD) | Calculation or source |
|---|---|---|
| Revenue | 1,500,000 | Closed income statement |
| Cost of goods sold | 900,000 | Closed income statement |
| Operating expenses excluding depreciation | 260,000 | Closed income statement |
| Depreciation expense | 40,000 | Closed income statement |
| Net income | 300,000 | 1,500,000 - 900,000 - 260,000 - 40,000 |
Opening and closing balance extracts show these changes:
| Operating balance | Opening (USD) | Closing (USD) | Increase (USD) |
|---|---|---|---|
| Trade receivables | 600,000 | 780,000 | 180,000 |
| Inventory | 400,000 | 490,000 | 90,000 |
| Trade payables | 250,000 | 280,000 | 30,000 |
Assume these are the only operating balance changes and depreciation is the only noncash adjustment. The provider should produce this bridge, not simply describe the company as profitable:
| Profit-to-cash step | Cash adjustment (USD) | Running amount (USD) |
|---|---|---|
| Start with net income | 300,000 | 300,000 |
| Add back depreciation | 40,000 | 340,000 |
| Subtract increase in receivables | -180,000 | 160,000 |
| Subtract increase in inventory | -90,000 | 70,000 |
| Add increase in payables | 30,000 | 100,000 |
| Operating cash flow | — | 100,000 |
| Subtract cash capital spending | -80,000 | 20,000 |
Operating cash flow is 300,000 + 40,000 - 180,000 - 90,000 + 30,000 = $100,000. After cash capital spending of $80,000, $20,000 remains before financing and other cash movements. With opening cash of $150,000 and no other movements, closing cash must be 150,000 + 100,000 - 80,000 = $170,000.
All figures are whole dollars; no rounding is required. A second reviewer should recompute the bridge from the extracts and agree it to the cash flow statement and closing cash. The identity and reconciliation method explains why a control total is part of the analysis itself.
The explanation should distinguish evidence from inference. Receivables increased; that is established. Customers paying late is a hypothesis until aging, billing timing and collections evidence support it. Ask for the account owner who will investigate, rather than accepting a confident narrative as proof.
Give candidates the same acceptance criteria. A longer report should not earn preference over a shorter report with better source evidence.
| Evaluation question | Evidence to request |
|---|---|
| Do the results reconcile? | Source totals, bridge formulas and an explicit residual |
| Are definitions consistent? | Agreed signs, period dates, account mapping and exclusions |
| Are conclusions supported? | Rows behind each finding, with assumptions labeled |
| Can finance repeat the work? | Instructions, calculation ownership and a usable handoff |
| What happens when evidence is missing? | Exception register, escalation owner and due date |
| What happens each reporting cycle? | Refresh scope, reviewer, delivery schedule and change process |
Use the financial KPI catalog to agree the few measures the engagement needs. Industry definitions belong in that agreement: a contractor may need the separate construction financial ratios workflow rather than a generic operating dashboard.
Before sharing sensitive exports, establish the provider's access, retention and deletion arrangements with the appropriate internal owner. The FTC's business security guide recommends specifying security expectations for service providers in writing and verifying that providers meet them. Request only the data necessary for the agreed job.
Bring your closed-period statements and supporting exports; Covirage maps the columns, and its tools compute and check the profit and cash figures. The external AI model explains the results with every figure traced to its rows, giving your finance team evidence to review. Create a free Covirage account, which takes about a minute, then set up your business and bring a sample of your own data.
See Covirage for finance teams for the supporting workflow.
An engagement might deliver a monthly performance review, a profit-to-cash bridge, customer profitability analysis or an investigation of a specific variance. Define the question and required evidence first. A presentation alone is insufficient if your finance team cannot reproduce its figures from the supplied files.
A service provider supplies people, judgment and agreed deliverables; software supplies a way to organize and analyze information. Some engagements include both. Clarify who operates the tools, maintains definitions, investigates exceptions and owns the work when the engagement ends.
Use a closed reporting period with ledger exports, opening and closing balances, and a question whose control totals finance already knows. Give each candidate the same scope and definitions, then compare the reconciliation, explanation, unresolved exceptions and quality of the handoff.
Name a controller or other authorized finance owner to approve accounting definitions, adjustments and source corrections. A provider can investigate and recommend changes, but the engagement should state which decisions it may make and which require approval from your company.