Success Story

Penang SME Gets RM800k Working Capital in 7 Days with AI Loans

A family-owned SME in Penang needed extra working capital to secure inventory and manage seasonal cash flow, but traditional loan applications meant long waits and opaque approval criteria. By moving onto Lumina Fintech’s AI loan platform, the business was able to compare multiple offers side by side and secure RM800k in financing in just 7 days—with monthly instalments aligned to its cash cycle.

Industry: SME & Trading Business
AI loan matching for SME working capital in Penang
7 days

time from complete submission on Lumina to RM800k approval from matched lenders

The Story

The Situation

The SME had grown steadily but was constrained by cash tied up in inventory and receivables. Its existing overdraft was expensive and banks requested repeated documentation for every increase in limit. Owners felt they were “guessing” which lenders to approach and what they could realistically qualify for. They needed a way to understand their borrowing capacity and quickly identify lenders comfortable with their sector and cash flow profile—without pausing day-to-day operations.

Key Steps

Our Approach

Lumina Fintech digitised the SME’s financial story, running its statements and bank data through AI credit assessment models to estimate safe borrowing levels. Our AI loan matching engine then searched across participating banks and alternative lenders, focusing on working capital products suitable for SMEs in Penang. The platform presented short-listed offers in a simple dashboard, including projected instalments and effective interest rates.

Profile Cash Flow and Existing Debt

Aggregate bank statements, management accounts and existing loan schedules to build a clear view of inflows, outflows and repayment obligations. AI credit assessment evaluates affordability over different tenures instead of relying only on collateral.

Run AI Loan Matching for Working Capital

Use AI loan matching to compare working capital options from banks and non-bank lenders, filtering by ticket size, sector appetite and pricing. Show the SME which combinations of overdraft, term loan or revolving credit line best match its needs.

Support Documentation and Approval

Help the SME prepare lender-ready documentation from the digital profile, respond to clarifications quickly, and track approvals in real time through the platform, reducing back-and-forth and uncertainty.
Our Philosophy

The Results

RM800k working capital approved across a main facility and a small top-up line, sized to the SME’s realistic repayment capacity.

Time to approval reduced from an expected 4–6 weeks to around 7 days after complete submission on the Lumina platform.

Monthly instalments structured to match seasonal cash flow, easing working capital pressure during slower periods.

Owners gained clearer visibility over future borrowing capacity through ongoing AI credit assessments on the Lumina dashboard.

Consulting
Recommendations

Guide the Process and Solve Problems

A weekly, executive-level decision mechanism to guide the process and solve problems as they arise.

"I hired Lumina Fintech for a small project & was very happy. He not only answered all my questions, but he didn't treat me like a 'small project'. I was very satisfied & would recommend."

Carlos Martines
Carlos Martines
CEO - Mix
Client Meeting
More Success Stories

How Lumina Fintech Helped Clients