Autonomous AI
Hedge Funds on Solana

Deposit capital into adaptive trading vaults that evolve strategies in real time. Fully on-chain. Fully transparent.

Live · Vault v2.3 deployed
View Vault PerformanceNo human fund managers. No black box hedge funds.
vaultsystem.fund / vaults / aggressive-alpha / strat-0421
STRAT-0421 momentum-α rebalance

Reallocate 18.4% of vault to momentum-α

Regime detector flipped from chop to trend at 14:02 UTC. Sub-agent momentum-α scored 0.81 against the live oracle band. Risk layer approved.

$ agent.execute("momentum-α", {
capital: 184_000,
venues: ["jupiter", "drift"],
stop: -2.4%
})
→ tx 5Hk2…q9Lp confirmed in 412ms
re
regime-engine14:02
Detected trend regime · confidence 0.87
ri
risk-layer14:02
Drawdown budget within bounds · approved
mo
momentum-α14:03
Position opened · 184k notional · 3 venues
va
vault-router14:03
Profits stream queued · next epoch 14:30
Agent activity
last 30s
14:03:22momentum-α opened SOL-PERP long
14:03:18risk-layer raised vol cap to 38
14:03:11regime-engine flipped → trend
14:02:54mean-rev-β decayed · capital -22%
solana
jupiter
drift
phantom
marinade
kamino
pyth
jito

Markets evolve. So should the systems that trade them. Vault System is a self-rewriting hedge fund desk.

FIG 0.2
Regime detection
FIG 0.3
Strategy evolution
FIG 0.4
Risk envelope
[01]How it works
01
Deposit

Users deposit USDC or SOL into a vault. Smart contracts custody capital — never the team.

02
AI trades

Adaptive strategies execute across Solana markets every block. No human in the loop.

03
Earn yield

Profits auto-distributed at the end of each epoch. Fees handled on-chain.

[02]Difference

Not a trading bot.
A living system.

  • Strategies adapt to market regimes automatically
  • Weak strategies decay, strong ones scale
  • Multiple sub-agents compete for capital
  • Risk layer prevents catastrophic losses
[03]Choose a vault
AGGRESSIVE

Aggressive Alpha Vault

Momentum + leverage. Built for advanced users chasing convex upside.

Target APY
42–80%
Risk
High
Strategies
12
STABLE

Stable Yield Vault

Arbitrage and funding rates. Designed for steady, low-volatility growth.

Target APY
8–14%
Risk
Low
Strategies
6
EXPERIMENTAL

AI Micro Vault

High-frequency micro-strategies with fast rebalancing. Experimental edge.

Target APY
18–35%
Risk
Medium
Strategies
21
[04]Token

The token powers
the system.

  • Pay performance fees
  • Access premium vaults
  • Reduce trading fees via staking
  • Unlock advanced AI strategies
FIG 0.5 · value loop
Vault profitsFeesBuybacksStaking rewards
[05]The engine

How the AI
makes decisions.

Detect
Market regimes — trend, chop, volatility spikes
Allocate
Capital across competing strategies dynamically
Retire
Underperforming models, automatically
Rebalance
Risk envelope in real time, every block

The system behaves like a self-optimizing hedge fund desk — just without the desk, the floor, or the humans.

Live · streaming on-chain
Total TVL
$184.2M
Avg APY
21.4%
Best vault
Aggressive Alpha
24h PnL
+$412,908
Active strategies
39
[06]Risk & transparency
Max drawdown limits

Per-vault circuit breakers halt strategies before tail losses compound.

Transparent strategy logs

Every agent decision is signed, timestamped, and queryable on-chain.

On-chain execution

No off-chain custody. Capital moves through audited Solana programs.

Withdraw anytime

Unbond at the end of any epoch. No lock-ups on stable and micro vaults.

Start allocating capital to autonomous systems.

Read Docs