Modern U.S. life / SI / mortgage-protection underwriting knowledge — actuarial decision framing for software.
Knowledge priority 8/10Not legacy dump tree
Actuarial software-knowledge disclaimer:
These pages synthesize typical U.S. life / simplified-issue / final-expense / mortgage-protection
underwriting logic used industry-wide (2024–2026 field guides, carrier appetites, reinsurance mortality framing).
They are not any single carrier’s filed rates, not advice to applicants,
and not the legacy 2022 database dump. Use them to design interview schemas and carrier-ruleset APIs.
Actuarial view
Asthma severity, COPD, oxygen use, and sleep apnea (AHI/CPAP) drive respiratory mortality. Tobacco and vaping multiply risk.
Primary risk drivers
Diagnosis
Oxygen use
Hospitalization
CPAP compliance / AHI
Tobacco / vape
Steroid dependency
Life (full / accelerated)
Map drivers → rate class / flat extra / postpone / decline. Labs & Rx history refine.
Mortgage / FE SI
Mild asthma OK; oxygen/severe COPD not for level mortgage SI.
Health insurance
Respiratory Rx and oxygen costs matter for health—separate engine.
Recommended interview logic (software schema)
Asthma, COPD/emphysema, fibrosis, or oxygen use?
Mild intermittent asthma, no tobacco
Often Preferred/Standard
Moderate persistent asthma
Standard/table
COPD / emphysema
Severity & O2 decide
Home oxygen
Classic SI/Express decline
Sleep apnea on CPAP compliant
Often OK if compliant
Severe untreated apnea
Rate/postpone
Tobacco or vape with lung disease?
No
Better path
Yes
Stacked decline common for Express
Typical decision patterns
Profile
Traditional / Express-style
FE / Mortgage SI path
Mild asthma, non-tobacco
PREFERRED/STANDARD
Mortgage SI OK
COPD no oxygen
Table / FE Graded
Shop
Oxygen dependent
DECLINE
GI
Software implementation note
Include vape alongside tobacco; apnea_compliant boolean.