Singularry: DeFi AI agents must prove safety, returns

Singularry laid out how its non-custodial AI trading agent must demonstrate fund protection and risk-adjusted returns when operating in live markets. The firm highlighted scoped permissions, audits, pre-trade simulations and circuit breakers as core safeguards.

The product is a fully autonomous portfolio manager designed to run continuously across decentralized and centralized venues. The agent manages a library of 17 strategies, from dollar-cost averaging, index exposure and stablecoin vaults to delta-neutral and market-neutral approaches. Users configure guardrails such as capital limits, allowed strategies and an aggressiveness setting; the agent then reads markets, sizes positions to the chosen risk profile, enters and exits trades and rebalances as conditions change.

To limit permission risk, the company described a smart-wallet model with four scope controls: on-chain capability restrictions, approval thresholds for larger actions, per-position and daily risk caps, and revocable signing. In practice, the wallet only allows interactions with protocols the user has enabled, large trades prompt explicit approvals, and withdrawals remain manual. Users can set maximum position sizes, the number of concurrent positions and daily spending limits. Execution authority can be revoked on-chain at any time. The firm summarized the approach with a simple guideline: “You grant narrow, revocable permissions. Not the keys to your funds.”

Security measures extend beyond code audits. Transactions are simulated before broadcast and are blocked if they cannot be validated safely. The system checks data freshness and will not trade on stale inputs. Circuit breakers halt activity when daily-loss or drawdown thresholds are reached. Integration safeguards and restricted custody flows are designed to lock execution if a connected service behaves unexpectedly. Singularry’s smart contracts were audited by Fairyproof and the company reports that known issues have been remediated.

Risk settings come in conservative, balanced and aggressive presets. Each preset sets how capital is split across risk tiers, position limits and approval thresholds. The agent uses market-regime detection, volatility-aware position sizing, automatic drawdown pauses and daily-loss breakers to respond to changing conditions. Strategies are re-ranked based on real outcomes and positions are evaluated on a regular cycle; the system is intended for disciplined portfolio management rather than millisecond trading, as the company noted.

The platform currently targets intermediate DeFi users who understand wallets, self-custody and risk settings and want automation on top of those basics. Beginners can move into more advanced strategies over time and experienced traders may run the agent alongside other trading systems.

Singularry also operates an AI Launchpad for token creation and bonding-curve launches and warned the feature can produce low-quality tokens without strict controls. Recommended safeguards include token-security screening at launch, graduation thresholds tied to liquidity and holder metrics, creator reputation tied to on-chain identity, and a clear separation between speculative launches and the audited managed-strategy product. The company advised against promoting quality controls before they are implemented.

Singularry said its near-term performance will be judged by live metrics: capital deployed by agents, funded active users, net ecosystem growth, risk-adjusted returns, user retention and re-funding behavior, fund safety and the survival rate of launchpad projects. “Narratives alone are easy in crypto. Sustainable execution is not,” the company added.