AlphaAgent workflows enable automated construction of complex strategies like market-neutral stat arb portfolios, integrating macro causality, technical analysis, factor models, hedging, backtesting, and stress testing—with natural language objectives, data connectors (REST APIs/SQL), customisable graphs, and auditable memos.