Data & AI
Underwriting with data the borrower already generates
Multi-bank aggregation, alternate data and asset telemetry turn credit from a periodic file review into a continuous read.
7 min read
Most thin-file borrowers are not undocumented — they are documented in places traditional credit policy never reads. Wallet flows, merchant settlement, utility and telco behaviour, warehouse receipts, and vehicle or machinery telemetry all describe capacity and intent.
Aggregating those signals into one consented view lets a lender extend a first small limit safely, then grow it on demonstrated behaviour. Graduation replaces gatekeeping.
The same substrate powers portfolio management: early-warning signals fire on live data, exposures are reweighted before arrears appear, and collections are prioritised by likelihood of cure rather than by days past due alone.