When does reported revenue become cash?
For an affiliate or digital commerce platform, booked revenue is not the same thing as cash. Pending states, lock rates, reversals, reserves, settlement lags, and partner economics all matter.
| Channel | Revenue | Profit / Contribution | Key KPI | Status |
|---|---|---|---|---|
| Retail Network A | $188k | $71k | 4.2% reversal | Healthy |
| Retail Network B | $143k | $42k | 8.7% reversal | Watch |
| Direct Deals | $104k | $55k | 31d settle | Healthy |
| Emerging Partners | $77k | $18k | 49d settle | Review |
The owner view reconciles pending, locked, reversed, and paid states so the operating model and 13-week cash forecast share the same source of truth.
| Line item | Actual | Plan | Variance |
|---|---|---|---|
| Recognized revenue | $386.0k | $372.0k | +$14.0k |
| Partner / traffic cost | ($181.4k) | ($171.0k) | ($10.4k) |
| Reversals & reserves | ($24.7k) | ($18.6k) | ($6.1k) |
| Operating expense | ($116.0k) | ($119.0k) | +$3.0k |
| Operating profit | $63.9k | $63.4k | +$0.5k |
Direct deals produce the best cash-adjusted contribution; Emerging Partners look attractive on booked revenue but underperform after reversals and settlement lag.
| Timing | Obligation | Amount | Confidence |
|---|---|---|---|
| W1 | Payroll | $82.0k | High |
| W2 | Traffic partners | $94.0k | High |
| W3 | Cloud / data vendors | $31.5k | High |
| W4 | Growth campaign | $48.0k | Medium |
A six-day improvement in two major partner settlements adds roughly $41k to the trough without changing reported revenue.
A 3-point improvement would increase expected locked revenue by roughly $15k on the current pipeline.
Network B explains most of the deterioration.
Six extra days of lag are consuming working capital despite stable operating margin.
The system prevents booked revenue, accounting revenue, and actual cash from being treated as the same thing.
Start with the questions you need answered.
This example is intentionally specific to one business model. CairnVoyant starts by understanding your economics, data, workflows, and decisions, then builds backward from the owner view you actually need.
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