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A GOOD PLACE TO BEGIN
Fifty states, one underlying question: is this entity in good standing where it matters? A normalization workflow for reading statuses across vocabularies.
When a full-portfolio registration sweep makes sense, how to batch around per-state latency, budget credits, and turn exceptions into a tiering input.
Check order is a cost and fraud-catch decision. Why the SOS record runs first, what routes to each later step, and where every check's evidence lands.
A borrower operating in three states may be registered in one. Detecting where an entity is registered vs qualified, and what the gap does to lien position.
Most states answer in seconds; a few take minutes. What latency to plan for by state class, and how slow states should shape SLAs and borrower communication.
Every field a Secretary of State API returns, what each one means for underwriting, and how to model the ones a state declines to provide.
A vendor's quoted match rate is a marketing number until you test it on your own borrower names. Test-set design, thresholds, and the metrics that matter.
Status, agent, officers, and address decay at different rates. Which staleness class corrupts which decision, and when a cached record is still the right call.
Vendor sandboxes reward happy-path demos. A procurement checklist that tests failure paths: slow states, error shapes, expiry behavior, and support response.
Coverage is a matrix of state, field, latency, and freshness. A weighted scoring rubric for evaluating what an SOS API actually returns where you lend.