AI-powered stock analysis & quantitative research
Machine learning models, backtesting frameworks, and data-driven trading strategies — from research to deployment.
Fiscal.ai (formerly FinChat) Review: AI-Powered Equity Research Terminal
Fiscal.ai combines S&P Global Market Intelligence data with conversational AI for institutional-grade equity research. We tested the free tier, Pro, and Max — pricing, data quality, and workflow fit for quantitative analysts.
Pairs Trading with Cointegration: A Complete Statistical Arbitrage Workflow in Python
Pairs trading is the most accessible form of statistical arbitrage — no direction calls, no market timing, just relative value. Here's how to find cointegrated pairs, build a mean-reversion signal, and backtest it end-to-end in Python.
Sector Spotlight: Cloud Hyperscalers — The $800B AI Infrastructure Boom
Deep dive into the cloud computing sector after June 2026's historic rotation from semiconductors to hyperscalers. Price data, market shares, $725B combined capex, Meta's cloud entrance, and AI-driven trading opportunities.
Weekly Market Pulse: June 29 – July 3
June jobs shocker: only 57K added vs 114K expected — rate hike fears ease. Massive rotation from semis to cloud/hyperscalers: AAPL +8.8%, GOOG +6.4%. MU -13.8%, SMCI -11.1%, MRVL -8.1%. SK Hynix files for $29B US listing. Global stocks have best week since May.
Macro Economy & Trends: July 4, 2026 — Jobs Miss, Housing Cools, Rotation Deepens
June payrolls miss badly at +57K vs 110K expected, housing list prices fall a record 2.5%, continued claims hit 1.82M, and the AI semiconductor rotation accelerates as breadth broadens.
Apple Inc.
AAPL (AAPL Stock) | Deep analysis, price prediction, AI score, technical analysis, smart money flow, and game theory equilibrium.
Kavout Review: AI Research Agents and the K Score for Quant Analysis
Kavout combines 7 specialized AI research agents, a proprietary ML-driven K Score, and InvestGPT into one platform. Here's how it fits in a quant workflow — tested pricing, features, and alternatives.