Underwriting Scoring
SHADOW MODE
model
v1.6-k25-borrower-core-LEAKCLEAN+two-vertical-ev
· manifest
b9d605382dec
Load example:
LOC
INV_FAST_PAY
INV_EXTEND_PAY
FACILITY_MAIN
FACILITY_SMALL
INCOMPLETE
RISKY_FLIP
Clear
Offer & context
Offered products
comma-separated; FIRST token = modal product
append:
LOC_TERM_LOAN
FAST_PAY
EXTEND_PAY_PURCHASE_ORDER
TERM_LOAN
INTEGRATED_MCA
MCA
Platform (partner)
Business state
Monthly limit ($)
Loan amount ($)
MCA advance ($)
Max loan cap ($)
Owner bureau (Experian consumer, point-in-time)
PIT FICO
Revolving balance ($)
Revolving avail (pct 0-1)
Inquiries 6m
Delinq 30d count
Delinq 60d count
Past due ($)
Paid accounts
Business bureau (Experian commercial, point-in-time)
FSR score
Inquiry count
UCC count
Collections count
Trade collections
Bank / cash flow (Plaid aggregates)
Inflow 90d ($)
Inflow 365d ($)
Min balance 90d ($)
Avg balance 90d ($)
Days observed 90d
Inflow CV 90d
Inflow trend
Debt payments 365d ($)
Metadata
App ID (reference)
Policy-absolute decline (never flippable)
Score application
scoring…
P(bad60)
EV gross
EV net
Expected size
ΔEV (partner)
EV total
Provenance & detail