Revenue recovery engine
Turn leakage into a ranked recovery program
Signals from billing, metering, outages, and field work converge into one prioritized list—so executives fund interventions with a defensible ROI story, not anecdotes.
Recoverable pipeline
$4.28M
Modeled 90-day capture window across the top five ranked opportunities (evaluation dataset).
Where money leaks
18.7%
Commercial loss rate (utility-wide, reconciled view).
Ranked opportunities isolate the subset that moves the curve fastest—billing drift, unmetered load, and collections at risk.
Leak detection — where money leaves first
Category roll-up reconciles billing, metering, collections, and outage economics into one leakage model (evaluation weights).
Billing & metering drift
34%
$1.45M
Cycle gaps, vending vs. reads, estimate churn
Technical & unmetered load
28%
$1.2M
Transformer overload, tap-offs, CT drift
Collections & credit
22%
$940K
Aging, large-account exposure, write-off risk
Outage-linked revenue
16%
$690K
SAIDI × tariff, uncompensated minutes
Ranked revenue opportunities
Recoverable value estimates are directional; live deployments bind to your tariff book, loss categories, and approval workflows.
| Rank | Opportunity | District | Leak type | Recoverable | Confidence |
|---|---|---|---|---|---|
| 1 | Clustered prepaid under-recovery — Central Monrovia Meter reads vs. token sales divergence; 14-day sustained gap. | Central | Billing / vending misalignment | $1.12M | high |
| 2 | Transformer overload & unmetered taps — Bushrod corridor Night-load heatmap + field inspection backlog overlap. | Bushrod | Technical + commercial | $890K | high |
| 3 | Large-account postpaid aging — Paynesville industrial Aging buckets outside approved tolerance; escalation queue idle. | Paynesville | Collections / credit control | $640K | medium |
| 4 | Feeder SAIDI-linked revenue at risk — Duala ring Outage minutes × tariff exposure model vs. billed energy. | Duala | Outage-linked revenue | $510K | medium |
| 5 | Meter registry ghosts — Caldwell duplicate IDs GPS-linked accounts with duplicate serials and inactive billing. | Caldwell | Registry integrity | $320K | medium |
Hotspot map — commercial loss geography
Intensity reflects reconciled loss signals normalized by customer density (evaluation markers).
NEXT_PUBLIC_MAPBOX_TOKEN for live basemap.