Promotion Gates Keep Agents Out of the Money Plane

Authority needs a boundary

The safest way to adopt research agents is to separate research authority from money-plane authority. An agent can discover hypotheses, run experiments, assemble evidence, and draft recommendations without receiving the ability to affect live positions.

Promotion gates make that separation operational. They define what must be true before a strategy can move from research to paper, from paper to limited live, or from limited live to broader authority.

What the gate checks

A useful promotion gate combines technical and operating evidence:

• Backtest and walk-forward outputs are attached.
• Dataset lineage and known exclusions are visible.
• Risk limits and rollback behavior are defined.
• Required approvals are fresh and attributable.
• The requested authority scope is explicit.

The gate is not a slogan. It is a control surface that prevents informal deployment paths from bypassing risk and platform owners.

Why this matters

Agentic workflows increase the number of ideas a team can explore. Without gates, they can also increase the number of ambiguous handoffs. AlphaSwarm keeps agents productive in the Research Plane while reserving money-plane access for reviewed, policy-compliant promotions.