SYSTEMATIC DEFI

Build Wealth on
Solid Ground.

An experimental lab running data-driven strategies. We replace narrative with arithmetic, ensuring capital preservation through volatility.

View Strategies

Built on leading infrastructure

Arbitrum Enzyme Base Supabase
OUR PROCESS

Replacing narrative
with arithmetic.

We treat strategies as industrial products: defined rules, measurable behavior, and rigorous stress-testing.

strategy_core.py
# G12 Labs — Market Analysis Engine
import ccxt, pandas as pd, numpy as np
from ta.momentum import RSIIndicator
from ta.volatility import BollingerBands
exchange = ccxt.binance()
ohlcv = exchange.fetch_ohlcv("BTC/USDT", "1h")
df = pd.DataFrame(ohlcv, columns=["ts", "o", "h", "l", "c", "v"])
df["rsi"] = RSIIndicator(df["c"]).rsi()

Systematic strategy design

We build rule-based systems driven by data. No gut feelings. We code clear entry, exit, and risk parameters based on historical probabilities.

wbtc_usdc_position IN RANGE
Current Price
96,450.20 USDC
Min Price
91,200
-5.5% Buffer
Max Price
102,500
+6.2% Buffer

Risk-Adjusted Execution

Sizing and leverage are constrained by strict risk budgets. Protecting capital is the first design requirement before seeking yield.

stress_test_results.json PASSED
Bear Market Sim
2025 Data Replay
PROFITABLE
Flash Crash
-20% in 1 hour
PROTECTED
Extreme Volatility
NO LIQUIDATION

Continuous Testing

Strategies run live over months, across different volatility environments (Bull, Bear, Crab), before any scale-up is considered.

Live Reporting
MetricValue
Total Assets$1.215,50
Net APY+11.4%
Sharpe2.85
StatusActive

Total Transparency

We don't hide losses. Aggregated performance, drawdowns, and live allocations are shared openly on our dashboard.

NOW LIVE

Live Launch of the strategies.

G12 Labs is now live, offering various strategies that have been validated through our internal process. Everyone can now join this exciting new journey with us.

  • Capital protection first, with strict risk budgets and monitored exposure.
  • Transparent tracking, with off-chain reporting and aggregated metrics shared on our dashboard.
  • Continuous improvement, as strategies are adjusted across different volatility cycles.
FOUNDING MEMBER STATUS

Early Joiners Benefits

Join during the launch phase to lock in preferential terms for the lifetime of your deposit.

Reduced Management Fees
Lower Performance Fees
THE PLAN

Built in phases.
Deliberate constraints.

We don't rush. Each phase validates the risk models before expanding capital limits.

PHASE 1 — COMPLETED

Foundations & Research

Building the core structure of the vaults: rule-based strategies, risk budgets, datasets, and early simulations. Defining the system architecture and establishing the theoretical backbone.

PHASE 2 — COMPLETED

Infrastructure Build-out

Developing the strategy suite and execution bots.

PHASE 3 — CURRENT

Launching phase

Running the system with various monitored vaults in real market conditions. Refining models, enforcing capital protection rules, and maintaining transparent tracking

PHASE 4 — PLANNED

Scaled deployment

Increasing capacity, formalising onboarding mechanisms, and expanding automated reporting. Structuring the strategies for disciplined scale-up and sustainable growth

FAQ

Frequently Asked Questions.

G12 Labs is an experimental crypto lab executing systematic, data-driven investment strategies. Unlike traditional funds driven by human intuition, we use algorithms to manage capital based on defined rules and historical probabilities. We offer a controlled environment for partners to deploy liquidity into these strategies, prioritizing capital preservation and transparent tracking.

We run multiple rule-based strategies that focus on repeatable edges: funding-rate capture, directional or market-neutral systems, and liquidity-providing setups.

Everything is tracked over time so we can see how they behave across different market regimes. Depending on the market condition, we adapt our strategies to optimize risk-adjusted returns.

All investments carry inherent risks: capital can decrease as well as increase. We mitigate these through defined rules, strict drawdown thresholds, diversification, and a primary focus on capital preservation over performance.

Blockchain-specific risks—such as hacks, smart contract vulnerabilities, or exploits—are addressed through robust security measures, including multi-signature wallets, audited code, and cold storage protocols, though no system offers absolute protection.