Engineered the launch of a lending platform in a competitive credit market
Overview
Pro Loan Adviser is a digital lending advisory platform designed to help borrowers navigate complex loan and mortgage options with clarity and confidence. The platform enables users to explore, compare, and evaluate loan products based on eligibility, income structure, and financial profile—before entering a formal application process.
By separating loan discovery from commitment, Pro Loan Adviser reduces decision friction, improves borrower trust, and supports smarter lending outcomes for both users and financial partners in a highly competitive credit market.
0.1 The Challenge
Efficient Acquisition & Risk Mitigation
Proloanadvisor entered a crowded lending market where the primary hurdles were the “race to the bottom” on interest rates and the high cost of borrower acquisition. The company needed to acquire high-quality borrowers without overspending on marketing or exposing the portfolio to sub-prime default rates.
02. The Solution
We built data-driven market entry strategies to overcome the key challenges faced by Proloanadvisor, focusing on efficient borrower acquisition, risk control, and sustainable growth.
Market Segmentation
Instead of competing for generic personal loan searches, we identified under-served market segments such as micro-loans for gig-economy workers and bridge financing for small service businesses. This approach reduced competition while improving borrower quality.
Acquisition Modeling
A predictive acquisition model was developed to calculate Cost Per Lead (CPL) against projected loan yield. This allowed Proloanadvisor to bid aggressively on high-intent keywords while maintaining a profitable risk-adjusted spread.
Strategic Partnerships (B2B2C)
We designed a B2B2C partnership ecosystem by integrating Proloanadvisor’s lending APIs into existing platforms such as accounting software and trade marketplaces, enabling borrower acquisition at the precise moment liquidity was required.
03. Result & Impact
01. Launched in 3 regional markets within 6 months.
02. Achieved 15% month-over-month growth in qualified loan applications.
03. Maintained a default rate 22% lower than the industry average through targeted niche acquisition and risk-aware growth strategies.
04. Technical Deep Dive
Timeline
Oct 2025 – Present
Pro Loan Adviser was engineered as a guided mortgage and loan advisory platform that simplifies how borrowers explore, estimate, and apply for loan products based on their eligibility.
The platform separates loan exploration from commitment, allowing users to evaluate different scenarios—such as QM and Non-QM options—before entering structured application flows. This approach reduces decision anxiety while maintaining clarity, trust, and compliance across the borrower journey.
Technical Constraints
The platform needed to support diverse borrower profiles with varying income structures, credit histories, and eligibility rules—especially across both QM and Non-QM loan paths.
Long financial forms were carefully designed into step-by-step flows to avoid overwhelming users, while maintaining a clear distinction between estimation and application stages. Strong emphasis was placed on securely handling sensitive financial and personal data throughout the journey.
Stack Used
The frontend was built using Next.js, React.js, and TypeScript, with Tailwind CSS ensuring a responsive and accessible interface across devices.
Backend services and data storage were powered by Supabase, leveraging PostgreSQL for structured data management along with authentication and secure handling of borrower information.