The risk engine

DecentralProp doesn't rely on an operator to manage a firm's risk. A single automated system, the Autonomous Risk Engine (ARE), watches every firm's financial health continuously and adjusts payout speed, evaluation difficulty, and leverage in response. It runs the same way on every firm.

A homeostatic controller, not a kill switch

The ARE scores each firm on a composite of health signals and classifies it into one of four tiers: Trusted, Standard, Strained, or Critical.

As a firm moves from Trusted toward Critical, several things tighten at once:

• Payout velocity slows (lower single-payout and weekly caps, longer cooldowns).
• New evaluations purchased during the stressed window get a harder rulebook (a higher effective profit target, tighter drawdown, more minimum trading days).
• Available leverage on new funded accounts drops, up to half the platform baseline at the most stressed tier.

Two design choices matter more than the specific numbers. First, adjustments only ever apply going forward: an account's rules are locked at purchase, so the ARE tightening never reaches back and changes terms on an account already open. Second, a firm is never stopped from selling new evaluations, even at its most stressed tier. New sales are what refill a stressed treasury, so cutting them off would work against recovery. Only the pace of payouts throttles.

What "solvent" actually means here

A large-scale simulation of the full economy, tens of thousands of simulated firm-runs across a wide range of trader-mix scenarios, found zero firms that failed to eventually pay what they owed. It's worth being precise about how that holds: the mechanism achieves it by queuing and slowing payouts under real stress, not by manufacturing money that isn't there. In the harshest simulated conditions, a meaningful share of earned payouts ended up delayed rather than paid instantly. Traders keep their claim to what they've earned either way, the risk engine's job is to make sure a firm never pays out money it doesn't have, not to guarantee instant payment under every possible condition.

Why this matters if you're evaluating a firm

Every firm on the platform runs the identical risk engine, so a firm's current tier, visible on its storefront, is a real, comparable signal of its financial health, not a marketing claim one operator makes and another doesn't. A firm in Trusted or Standard is paying at full speed; a firm in Strained or Critical is still solvent and still selling, but payouts are moving more slowly while it works back toward health.

For the actual mechanics behind this, the specific signals it reads, why it doesn't overreact to a single bad hour, and what it does about a firm's pricing as it grows, see How the risk engine thinks.