The system is architected as a team of specialist AI agents running in parallel across macro, sentiment, quantitative signals, options, earnings, and portfolio construction. These agents cross-check one another, surface disagreements, stress-test scenarios, and leave a full audit trail so every decision can be inspected and defended. This mirrors how real trading desks operate, where un-auditable insight is unusable. AgentSmyth’s insight is that in a world of infinite information and cheap words, edge comes from timing, positioning, and understanding what breaks a trade. The platform is built to institutional standards: on-prem, tightly controlled, auditable, and execution-grade.