Decisioning Suite Credit decisioning software

Credit decisioning software
that reads the bank account

Balance first credit decisioning on live bank data. Explainable line by line, gated by your program's rules, and tuned on a real small-dollar book. An optional module on the Lendfy platform.

51decisions today
63%approval rate
31 smedian decision
Application #A-2214
0.82
repay likelihood
Approve Limit $600 Decided in 30 s
Decision trace every factor, on the recordExplainable
Income cadence detected · biweekly, 6 cyclespayroll deposits · consistent employer descriptorstrong
Balance floor stable across cycleslowest-balance trend flat or risinggood
One NSF event 47 days agoweighted by recency · not disqualifyingminor
RULEProgram gates passedyour rules decide · the model recommendsClear
How it works

Three steps. Thirty seconds.

Decisioning plugs into Lendfy origination, or into your own flow through the API.

1. Connect the bank data

The applicant links their account through your aggregator (Plaid, MX). Lendfy pulls balances and transactions with consent on record.

2. Score and explain

The balance first engine reads income cadence, balance floors, obligations, and risk events, and writes down why, factor by factor.

3. Your rules decide

The score is a recommendation. Your program's gates, caps, and cooldowns make the call, and the whole trace lands on the audit log.

Signals

What the engine actually reads

Credit files are thin exactly where small-dollar lending lives. The bank account isn't. It's the freshest, most honest record of a borrower's month.

Balance trajectory

Floors, swings, and the shape of the month. Does the account breathe, or does it flatline before payday?

Income cadence

Real payroll deposits and their rhythm (weekly, biweekly, semi-monthly), detected from the transactions, not self-reported.

Risk events

NSF and overdraft activity weighted by recency and pattern. One bad week two months ago isn't a life sentence.

Existing obligations

Recurring debits, competing lenders, and payment stacking visible in the flow, before you become the fifth pull on payday.

Timing fit

Where the due date should land relative to the payday. The engine recommends collection timing, not just approval.

Your program's gates

Caps, cooldowns, screening requirements, and state rules sit above the model. Recommendations never bypass them.

Explainability

Every decision shows its work

A score you can't explain is a liability with a decimal point. Decisioning writes the reasons down for your operators, your adverse-action letters, and your examiner.

Factor-level trace

Each contribution listed with direction and weight, recorded on the application, forever.

Adverse-action ready

Declines carry structured reasons your letters can cite. No reverse-engineering a black box at complaint time.

Tuned in production

The engine is tuned against real repayment outcomes rather than a static scorecard, and every model change is measured before it reaches a decision.

Application #A-2214 decision record · immutableApproved
▲ 38Stable biweekly income6 consecutive payroll cycles detected
▲ 21Balance floor above thresholdlowest balance trend across 90 days
▼ 9NSF event 47 days agorecency-weighted risk deduction
GATECooldown & cap checks passedprogram rules evaluated after scoringClear
OUTRecommendation recordedapprove · $600 · due on payday Aug 29On audit log

Decisions in seconds, reasons forever

See Decisioning score a live-shaped application end to end: bank data in, explained recommendation out, your rules on top.

demo@lendfy.io. We reply within one business day.