Loan management for digital-asset lenders

Most risk platforms model derivatives margin and let a lending book borrow the vocabulary — gross notional standing in for loans outstanding, coverage standing in for LTV. Same questions, wrong objects. Safetifi models the loan itself.

Why a loan is not a position

In a derivatives book both legs move. In a lending book the principal is fixed and accrues while the collateral floats — which is exactly why a lending book deteriorates on a flat day, and why accrued interest is a column here rather than a footnote. Risk also runs the other way: LTV is debt over collateral, so lower is safer, the inverse of coverage everywhere else on the platform. Both figures are computed directly rather than derived from each other, because inverting one loses the haircut treatment.

  • Fixed principal with continuous accrual, shown beside floating collateral value
  • LTV against market value, and against value after haircuts — the gap is the haircut
  • Maturity is real: an open-ended facility reads "open", never as a date
  • Initial, call and liquidation thresholds per loan, validated to be in order

One valuation, shared with the collateral pages

Pledged loan collateral is valued at the same marks and the same tiered haircut ladders as margin collateral, through one shared implementation. An LTV on the loan book and a figure on the collateral pages cannot disagree — which matters, because that is precisely the number a borrower disputes.

The maturity ladder, and what it deliberately excludes

Loans are bucketed from a week out to beyond six months, with overdue and open-ended facilities reported outside the ladder — an overdue loan is a failed one rather than a short-dated one, and an open-ended facility is callable but unscheduled rather than long-dated. The peak refinancing window is scanned day by day, because a bucketed view hides a spike that straddles a boundary: thirty million on day 29 and thirty million on day 31 looks like two moderate buckets and is one very bad month.

Payments that cannot quietly forgive interest

Interest accrues continuously, so a payment crystallises everything owed to that instant before it settles anything — settling without crystallising would silently write off the interest earned since the last payment. Interest is paid before principal, the near-universal facility order. Neither can be overpaid, because a payment above the obligation is a typo far more often than a real overpayment, and a negative balance is permanent once written.

Calls that tell the desk what to do

Breach detection is edge-triggered per loan and per level, so a slide from call into liquidation raises again — those are different instructions to a desk, not a repeat of the same one. The alert carries the top-up amount: "add $385,722" is actionable where "LTV is 71.6%" is not. An unsecured loan gets no LTV at all rather than a zero, and sorts to the top of the work list, because no LTV is not no risk.

Questions

Loan management: common questions

Because four things differ: the principal is fixed and accrues while the collateral floats, risk runs in the opposite direction (lower LTV is safer), maturity exists, and the thresholds are negotiated per loan. Forcing loans into a margin model means substituting gross notional for loans outstanding and coverage for LTV — the right questions asked of the wrong objects.

Both. LTV against market value is what a desk quotes; LTV against value after haircuts is always harsher and is what the risk actually is. Showing them side by side makes the haircut visible rather than buried.

With no LTV rather than an LTV of zero — the question does not apply. They sort to the top of the work list, and in the LTV distribution they appear as their own band rather than in the lowest one, so the riskiest exposure on the book is never reported as the safest.

No, deliberately. A margin call is keyed to a client and a margin requirement with no loan reference, so a desk with two facilities would receive two calls indistinguishable from each other and from their margin call. Loan breaches are their own objects.

See it against your own book

A pilot connects one channel against a slice of your live book and reports what it finds — client by client, product by product.