Direct Finance Canada
Auto Financing Platform with Inventory System

Executive Summary
Architecture Stack
Technical Deep-Dive
Overcoming Bottlenecks
The finance application required highly sensitive, multi-stage data collection (income, credit history, vehicle choice) that needed to sync instantly with a backend CRM without requiring page reloads.
First-Principles Engineering
Bypassed standard REST endpoints by implementing persistent WebSockets for the application form. Connected the Next.js frontend to a secure Supabase backend utilizing Row Level Security (RLS) to ensure absolute data privacy.
Business Impact
Massive Conversion Spike
The real-time, step-by-step form reduced application fatigue and drove unprecedented completion rates.
Dynamic Inventory
Built a seamless browser experience allowing users to filter thousands of cars with zero latency.
Enterprise Security
Leveraged Supabase's strict PostgreSQL security policies to handle sensitive financial data safely.