QuantAlpha

QuantAlpha - Conductor Track QuantAlpha is an AI-powered portfolio manager that dynamically allocates investments based on real-time news, earnings calls, and financial reports, offering clear, explainable insights behind every decision. Problem Statement: Retail investors and small-scale traders are increasingly seeking real-time, intelligent guidance, but they often lack access to the advanced tools and insights used by institutional portfolio managers. While professionals rely on earnings calls, 10-K filings, and macro news to drive allocation decisions, retail users face noisy data, fragmented platforms, and complex tools. This gap results in suboptimal decisions and missed opportunities, highlighting the need for an accessible, explainable AI system that can interpret market signals and deliver dynamic, data-driven portfolio strategies. QuantAlpha solves this by building an AI-powered portfolio manager that ingests real-time financial information and allocates assets dynamically. It explains each allocation decision clearly, helping users build confidence in their investments. The system serves as a 24/7 assistant, always watching the markets and making proactive, explainable portfolio adjustments. Primary Customer/User: Self-directed investors manage personal portfolios. Semi-professional traders and financial content creators. Quant traders who want research via LLM prompts. Use Case: Input: “How should I adjust my portfolio this week?” Output: Portfolio allocation + explanation (e.g., “Increased exposure to semiconductors due to strong Nvidia earnings and upward momentum”) Market Landscape / Competitors: Robo-advisors like Betterment and Wealthfront offer static, ETF-based portfolios with automated rebalancing tied to long-term risk profiles, while platforms like BlackRock’s Aladdin provide advanced forecasting but remain out of reach for retail investors.