Case study · 03

Cutting Loan Turnaround From Nine Days to Two at an SME Lender

How Kingswell Strategy redesigned an SME lender's credit journey, cutting standard turnaround from nine days to below 48 hours.

Sector: SME lending
Engagement: Credit process redesign

Below 48 hoursStandard case turnaroundFrom 9 days

Roughly a quarterIncrease in application-to-disbursement conversion

Held steadyCredit quality maintained through the redesign

01 The Problem

The operating constraint behind the numbers

A mid sized lender serving small businesses was losing its strongest applicants to faster digital competitors. Applications took nine days from submission to disbursement, most of it queue time across six handoffs, with three separate teams rechecking the same documents.

02 The Evidence

The evidence leadership could act on

Standard Case Turnaround Time

Before

9 days

After

Below 48 hours

Source: Applications took nine days from submission to disbursement... Standard case turnaround fell below 48 hours.

03 The Kingswell Response

What changed in the management system

Single digital application file

A single digital application file replaced circulating paperwork, removing the need for documents to pass between teams.

Automated document verification

Document verification was automated for standard cases using extraction tools.

AI-assisted credit review

An AI assistant pre summarised each file for credit officers, paired with a two tier approval matrix that reserved senior judgement for genuinely complex cases.

WhatsApp applicant chatbot

A WhatsApp based applicant chatbot handled status queries that had previously consumed officer hours.

04 What Remained

The management system installed

Single digital application file

Automated document extraction and verification tools

AI assistant for file pre-summarisation

Two tier approval matrix

WhatsApp based applicant chatbot

05 The Result

What the organisation could do next

The credit journey was redesigned end to end. A single digital application file replaced circulating paperwork, document verification was automated for standard cases using extraction tools, an AI assistant pre summarised each file for credit officers, and a two tier approval matrix reserved senior judgement for genuinely complex cases. A WhatsApp based applicant chatbot handled status queries that had previously consumed officer hours. Standard case turnaround fell below 48 hours, conversion from application to disbursement rose by roughly a quarter as drop offs collapsed, and credit quality held because the redesign removed waiting rather than scrutiny.