Agentic execution moves down-market to every desk

Today: algorithmic and increasingly agentic execution is concentrated at the largest, best-resourced firms.

The next five years: the capability democratizes. Mid-tier asset managers and advanced retail platforms gain agents that research, size, and execute within mandated guardrails — narrowing the speed-and-information gap that defined the last cycle.

The AI relation: the differentiator stops being who has an agent and becomes whose guardrails, data, and risk controls are best. Governance is the new alpha; an unconstrained agent is a liability, not an edge.

Signal: when execution capability commoditizes, the value migrates to risk governance and proprietary signal. Watch the controls layer.