WorkflowConsumer & BNPL

Cash-Flow Underwriting

Thin-File Cash-Flow Underwriting

Thin-file applicants judged on twelve months of real cash flow, every number traced to a transaction.

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WorkflowDocuments in; a checked, signed result out.
6specialist agents
5kinds of input
Soonfilm in production
The problem

Why it matters

Some 45 million US adults have no credit file or no score, and Indian first-time borrowers arrive with no CIBIL history; analysts read months of statements by hand to judge them.

What it does

How the solution handles it

Agents read twelve months of bank data, separate salary, gig and transfer income, find EMIs, BNPL and rent, then test affordability against the credit policy. Every figure links to its transactions; an underwriter approves or declines and the reasons flow to the notice.

How it works

How an application moves

Six agents read the bank data, find income and obligations, test affordability and policy, and draft the case; an underwriter approves or declines.

What comes in
Data in4 sources · Account Aggregator, statements, payslips, bureau
Agents at work
Statement readerAA, PDF, open banking
Then
Income findersalary, gig, transfers
Obligation finderEMIs, BNPL, rent
Then
Affordability calculatorFOIR and buffer
Then
Policy checkercredit box rules
Then
Recommendation writerevery number cited
A person decides
Underwriterapproves or declines
What comes out
Decision-ready case
Cited cash flow
Reasons on file
In and out

What it reads, and what it hands back.

What goes in

  • Account Aggregator or open-banking feed
  • Bank statement PDFs (6–12 months)
  • Payslips or GST returns
  • Bureau report (CIBIL, CRIF, Experian)
  • Application form

What comes out

  • Cash-flow summary, every line cited
  • Income stability and obligations view
  • Affordability (FOIR) calculation
  • Draft recommendation

Who uses it

UUnderwriterCMCredit managerRARisk and policy teamPMProduct manager
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
15min
per application, from bank data to a drafted case
By hand60–90 min
With agents≈ 15 min
target
100%
of income and obligation figures linked to a transaction
every number traced
estimated
3×
the thin-file applications each underwriter can review
TodayWith agents

Sources: CFPB, Data Point: Credit Invisibles (2015), 26M no file + 19M unscored · RBI Account Aggregator framework · “Target” = design goal, measured in the live solution · “Estimated” = our estimate · agents = the live solution’s configuration

Built on the engine

6 specialist agents. One person decides.

Statement readerevery transaction, every month
Income finderregular vs one-off income
Obligation finderdebts the bureau may not show
Affordability calculatorwhat the applicant can pay
Policy checkertests every policy rule
Recommendation writerdrafts the case and reasons
Underwriterapproves or declines

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