Case study · Kestrel Bank
Cutting loan approval from nine days to four hours.
A mid-sized commercial bank replaced a paper-heavy lending process with a digital origination platform, without pausing a single day of lending.
- Sector
- Financial services
- Services
- Software, Digital Strategy, Cybersecurity
- Duration
- 11 months
- Year
- 2025
01The challenge
Kestrel’s small-business loans passed through eleven hands and four systems before a decision. Applications arrived on paper or by email, were rekeyed twice, and waited in queues no one could see. The average approval took nine working days; competitors with mobile apps were deciding in one.
The core banking system was twenty years old and could not be replaced in the time available. Any new platform had to sit alongside it, satisfy the central bank’s requirements and keep the credit team’s judgement at the centre of each decision.
02Our approach
We spent the first three weeks with the lending team, following forty real applications from first contact to disbursement. Most of the delay was not credit assessment; it was waiting — for documents, for rekeying, for the next approver to notice the file.
Rather than replace the core, we built a thin origination layer around it. Each release removed one source of waiting, starting with document collection, and went live with a single branch before rolling out.
03What we built
A web and mobile application flow for customers and relationship managers, with document capture and automatic checks against national ID and credit bureau records.
A decision workspace for credit analysts that brings everything for an application onto one screen, with a scoring model that suggests — never decides — a recommendation.
- Customer and RM application flows (web, Android, USSD status checks)
- Integration layer to the core banking system and credit bureau
- Credit scoring model with explainable factors
- Analyst workspace and approval routing
- Audit trail designed with the bank’s compliance team
04The results
What changed.
- Median approval time, down from 9 days
- 4 hrs
- Small-business loans processed per month
- 3.2×
- Days of lending lost during rollout
- 0
05Client view
They found the delays we had stopped seeing. Our credit team still makes every decision — they just spend their day deciding instead of chasing paper.
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