A practical data model for filtering noisy Secretary of State API responses while preserving normalized evidence, provenance, and reviewer context.
Use current business status as one collections-prioritization signal, with evidence rules that prevent status alone from driving the action.
Use official filing dates in time-in-business rules without overstating what formation evidence proves about actual operating history.
Resolve the exact legal debtor name before a UCC search so the filing evidence is tied to the right borrower and exception route.
Route TIN and Secretary of State name disagreements through correction, retry, document review, and policy-owned escalation without assuming fraud.
Preserve an unresolved TIN result, retry IRS matching with bounded backoff, and avoid turning source unavailability into a false no-match.
Confirm jurisdiction and source coverage before ordering a court-record search so empty results are not mistaken for clean evidence.
Design an asynchronous court-record check that lets unrelated underwriting work continue while policy controls the final funding gate.
Keep monitoring signals separate from credit decisions by applying lender-owned severity, exposure, timing, and customer-context rules.
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