Illustrative sample only. No two businesses are the same. CairnVoyant does not start with this dashboard. We start with your questions, your economics, your workflows, and the decisions that matter to your business.
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Illustrative Digital Commerce / Affiliate owner view

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.

Digital Commerce / AffiliateSignalCart · Owner visibility system
Updated today · illustrative
Pending revenue$512kCurrent pipeline
Locked revenue$318k62.1% of pending
Paid cash$276kThis month
Reversal rate6.4%5.0% target
Settlement lag38 days+6 days MoM
13-wk cash low$244kWeek 7
Drill-downPartner / channel economics
Click tabs above for more detail
ChannelRevenueProfit / ContributionKey KPIStatus
Retail Network A$188k$71k4.2% reversalHealthy
Retail Network B$143k$42k8.7% reversalWatch
Direct Deals$104k$55k31d settleHealthy
Emerging Partners$77k$18k49d settleReview
Owner readRevenue growth is masking a cash-conversion slowdown in two partner groups.

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.

Key financialsActual vs plan
Current month
Line itemActualPlanVariance
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
Profitability questionWhich growth is real after reversals and cash timing?

Direct deals produce the best cash-adjusted contribution; Emerging Partners look attractive on booked revenue but underperform after reversals and settlement lag.

Forward visibility13-week ending cash forecast
Base case
Upcoming obligationsWhat must be paid and when
Next 30 days
TimingObligationAmountConfidence
W1Payroll$82.0kHigh
W2Traffic partners$94.0kHigh
W3Cloud / data vendors$31.5kHigh
W4Growth campaign$48.0kMedium
Cash questionBase-case cash reaches $244k in week 7 as settlement lag overlaps payroll and marketing commitments.

A six-day improvement in two major partner settlements adds roughly $41k to the trough without changing reported revenue.

Pending → lock62.1%

A 3-point improvement would increase expected locked revenue by roughly $15k on the current pipeline.

Reversal rate6.4%

Network B explains most of the deterioration.

Settlement lag38 days

Six extra days of lag are consuming working capital despite stable operating margin.

Next decisionShift growth toward channels with better cash-adjusted contribution and address settlement terms before scaling spend.

The system prevents booked revenue, accounting revenue, and actual cash from being treated as the same thing.

Your business will be different

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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