AI finds information
Classifies, summarizes, and explains research data without creating or submitting orders.
Scanners find strength, indicators identify confirmation, and the risk framework defines invalidation. You make the decision and execute manually.

Qinlong brings catalysts, rotation, leaders, confirmations, and risk conditions into one decision context. It does not place orders.
Classifies, summarizes, and explains research data without creating or submitting orders.
Consistent filters narrow the universe to what may deserve attention today.
Non-repainting structure records candidate, confirmed, failed, and invalidated states.
Risk first, human judgment, and manual execution at an external broker.
Public registration, live billing, and raw live-quote redistribution remain closed. Each capability must clear data, security, and risk gates first.