Trading Dashboards vs. Quant Engines: Choosing the Right Data Layer for AI Agents

The distinction between UI-centric platforms and API-first engines is becoming critical as AI agents take over complex market analysis. FlashAlpha represents a new breed of analytics that prioritizes derived market states and mathematical rigor over polished dashboards, enabling deeper reasoning for automated strategies.