FIP
Finance.

Bloomberg Terminal: $24K/year. Yahoo Finance: outdated. TradingView: technical only. Retail investors have no DCF, no Monte Carlo, no AI moat scoring. And mobile? Almost nothing.

Swipe stocks like TikTok. Behind each card: DCF, 10K Monte Carlo, AI moat scoring, AI investment thesis. SEC, NASDAQ, Yahoo, sentiment — all sub-second.

Swipe-based stock feed. Each card = ticker overview, price, AI summary. Swipe limits drive premium upgrades.

10K fair value simulations with fan chart. Sensitivity matrix for WACC and growth. Live WACC from market data.

AI moat analysis: switching costs, network effects, brand, cost advantages. Radar visualization per ticker.

Full financial statements straight from SEC. Income, balance sheet, cash flow — parsed and visualized.

Sync via SnapTrade API. Performance charts, allocation, dividends. Real-time P&L with historical view.

Web dashboard with programmatic SEO for 8K+ tickers. TradingView-inspired dark UI. Schema.org structured data.

NASDAQ FTP for ticker list. Yahoo Finance with semaphore throttling (5 workers, jitter). SEC EDGAR parser.

Monte Carlo DCF, WACC derivation, sentiment aggregation. AI moat scoring and thesis generation per ticker.

Redis (Upstash) for hot data. PostgreSQL for persistent. Aggressive caching — every endpoint <1s.

Flask REST API. React Native mobile. Next.js web with SSR. Stripe + RevenueCat for billing.

Single codebase for both stores. Push notifications, Amplitude analytics, RevenueCat for subscriptions.

Modular API: stock analysis, portfolio, financial statements, sentiment, subscriptions. Each isolated.

PostgreSQL for persistent data with Flask-Migrate. Redis (Upstash) caching layer. Sub-second responses.

AI analysis, moat scoring, sentiment summary. Investment thesis generated for every ticker. Cached.

SEC EDGAR filings parser. NASDAQ FTP ticker list. Yahoo Finance with rate-limit management.

Backend + web deploy. Environment management. Worker processes for background data jobs.