How We Built a Full FinTech Trading Platform in 6 Weeks
A fintech startup needed a complete CFD trading platform with real-time price feeds, margin calculations, and an admin dashboard. Competitors quoted 6+ months and $150k+. We delivered in 6 weeks, under budget.
The Problem
Multiple dev shops quoted $150k+ and 6-month timelines. The fintech startup had zero trading volume but needed a fully-integrated platform yesterday: real-time price feeds via WebSockets, margin calculations with live risk engine, and an admin dashboard to monitor positions. Traditional dev teams were quoting timelines measured in months. The startup was bleeding runway.
AI + Human Strategy
AI scaffolded 70% of the boilerplate. While traditional teams waste weeks on repetitive API structure, database schemas, and testing frameworks, we let AI generate proven patterns in hours. Senior engineers focused only on the 30% that matters: critical trading logic, risk algorithms, and margin engine precision. QA teams used AI-generated test suites covering 1,200+ edge cases around order execution, position updates, and margin calls.
5 Phases of Execution
Analyzed trading workflows, competitor platforms, and regulatory requirements. AI mapped the tech architecture; humans validated against fintech best practices.
Designed real-time WebSocket infrastructure, PostgreSQL schemas for positions/orders, Redis caching for price feeds, AWS deployment with auto-scaling.
Generated REST APIs, WebSocket handlers, database migrations, and front-end components. AI produced 10,000+ lines of clean, tested code.
Senior traders verified margin engine. Engineers tested order execution under high load. Full integration testing against live market data feeds.
Deployed to production with live monitoring. 24/7 ops team on standby. Real-time performance dashboards and incident response ready.
“Tyvonix didn't just build us a platform — they rebuilt our entire operation. The trading engine handles live price feeds and margin calculations flawlessly. We went live in 6 weeks instead of 6 months.”
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