Financial intelligence / Debt stacking detection

Agents that finddebt hiding inplain sight.

A business with three open positions and one on its application is not necessarily hiding anything—but the gap changes every number that follows. Covmont’s agents read the account and count what is actually being repaid.

3 positions / detectedApplication against account
Disclosure / current fileStated → observed
On the application
Open position1
Daily obligation$420
+2disclosure
gap
Account activity3 positions

The account shows two more repayment patterns than the file disclosed.

Source / applicationObserved / accountOutput / position gap

What goes in. What comes back.

Positions are counted from repayment behavior, not from what was declared.

What arrives
Analysis periodMar–Aug 2026
Outflows2,914
Positions on application1
Connected accounts2
Declared / Position A
MarAprMayJunJulAug
Position A
$420 / day
Position B
$510 / day
Position C
$250 / day
Detected in account / +2 positions
What comes back / matched3 positions

Three recurring repayment patterns, two of which are absent from the application.

$1,180
combined daily obligation
21%
share of daily true revenue
Disclosure gap / 2 positions
01 / Group

Outflows are grouped into recurring patterns by amount, cadence, and payee.

02 / Match

Each pattern is matched against known funder and lender payment behavior.

03 / Compare

Detected positions are counted against what the application declared.

What the agent
derives.

Each of these is derived from the account activity itself, not from what the business reported.

01 / Count

Open position count

How many recurring payments are still active in the account.

Matched from recurring outflow groups
02 / Repayment

Repayment amount and frequency

How much is being repaid on each position, and how often.

Derived from outflow amount and spacing
03 / Daily repayment

Combined daily repayment

How much all open positions take from the account each business day.

Aggregated across matched patterns
04 / Revenue

Repayment share of revenue

How much of true revenue is already going toward repayment across all open positions.

Against revenue analysis output
05 / Disclosure

Disclosure gap

Positions found in the account that were not disclosed on the application.

Counted against the application
06 / Repayment pattern

Repayment timing

How repayments occur across the account, rather than being reduced to a single monthly number.

Preserved from transaction activity

Application against account.

Synthetic example / not a real business

PositionOn applicationIn account
Open positions1
Combined daily repayment$420
Monthly true revenue$122,000
Repayment share of revenueNot stated
Time in business4 years
Disclosure gap
+2

Two repayment positions are visible in the account but absent from the application.

Matched, not assumedEach position remains traceable to its own recurring outflow pattern.

Repayment activity shows what is active.

Repayment activity can establish an active position.

It can show that financing is being repaid without establishing its remaining balance, terms, or legal form.

Active repayments establish the current position count.

Positions that are no longer being repaid are not counted as open positions.

Position type and counterparty identity are separate.

Repayment activity can establish the type of position without establishing who provided the financing.

Not every recurring payment is a financing position.

Recurring activity is only counted when it matches the characteristics of a repayment position.

Inside the detectionRecurring outflows
Position count
Disclosure gap
$1,180 / dayCombined obligation across three positions.
$420Position A$510Position B$250Position C21%Share of daily true revenue

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