A borrower clean at funding can be sued in month three. How to build a portfolio re-screening cadence on a request/response API, and diff results to catch new filings.
Manual court searching burns senior analyst hours on files that should have been screened out at intake. What automating the check changes, and what it does not replace.
Construction lending needs license, lien and litigation checks. Coverage for the three differs by state, and New York is where all three overlap from a single provider.
Manual court lookups turn a same-day decision into a next-day one. How async court checks move from a blocking step to a parallel one, and how to design the concurrency.
A UCC-only lien search misses judgment liens. A court-only search misses security interests. The implementation pattern for running both, and how to reconcile mismatched name formats.
Small claims filings look trivial one at a time. Frequency, recency and repeat plaintiffs are the real signal, and they surface cash-flow stress months before a credit report does.
An entity can look clean while its officers carry judgments. How to use SOS officer data as the search key for court record lookups, and what that cross-reference actually catches.
One borrower can now stack $5M of 7(a) on $5M of 504. The taxpayer guarantee cap never moved
Suppressed charge-offs default at 12x the clean-file rate; auto fraud losses tripled to $323M
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