Intra-family lending
Credit scores look backward. Open banking lets families underwrite on what's actually happening now.
A credit score is a backward-looking summary of how someone handled debt in the past. When a family is deciding whether a loan will work, the question is entirely different: can this person carry this payment, starting next month? Open banking data answers that directly.
A score is a compressed history of borrowing behaviour: repayment record, utilisation, account age, credit mix, recent applications. It is genuinely useful to an institution underwriting thousands of strangers, because it is standardised and predictive in aggregate.
For a single borrower a family already knows, most of its value evaporates, and its blind spots become the whole problem:
A family lending to a child does not need to predict default across a population. They need to know whether $1,800 a month fits.
With permissioned access to actual transaction history, the picture is concrete and current:
That produces a specific, defensible answer to the only question that matters: does the proposed repayment fit inside real surplus, with room for a bad month?
A bank that underwrites badly takes a credit loss. A family that lends badly damages a relationship and often both balance sheets.
The failure mode is specific and common: a loan is agreed at a payment that was never realistic, because nobody wanted to interrogate the numbers. Asking a child for payslips feels like an accusation, so nobody asks. Six months later payments slip, nobody raises it, and the money becomes the subtext of every conversation.
Affordability was knowable at the outset. It just was not checked, because checking felt like distrust.
This is the part that makes it work socially. When a system reads the data and reports that a proposed payment does not fit, nobody in the family made that judgement. There is no interrogation and no implied accusation, just an answer, and usually a constructive one: a longer term, a smaller principal, a later start.
Privacy matters here too. The useful design is one where the lender sees the conclusion, not the borrower's transaction history. A parent does not need to audit their adult child's spending to know the loan works.
A credit score would have told you how they treated a car loan in 2021. Cashflow tells you whether this loan works in the month ahead.
See how Pari structures family lending.