AI Trading Engine Architecture — How Cripton AI Works
Institutional-grade analysis algorithms. Zero trading experience required.
AI Signal Bot — 100+ Markets, 24/7
The core analysis engine applies an 8-factor scoring algorithm (RSI, MACD, EMA, VPIN, volume, order-book imbalance, momentum, reversal detection) to 100+ USDT-futures pairs around the clock. Every signal is ranked, stress-tested via Monte Carlo, and presented with entry/exit levels — inside the paper-trading simulator.
DCA Bot — Paper Accumulation Simulator
Dollar-cost averaging simulation bot that stages automatic virtual buys at configurable intervals and amounts. Study how periodic accumulation would behave on live market data — without committing real funds. Adjust frequency, order size, and target allocation freely.
Grid Bot — Range-Bound Strategy Simulator
Set upper and lower price bounds and let the grid bot simulate automatic buy-low / sell-high cycles at pre-defined intervals. Ideal for studying how range strategies perform in sideways markets — fully paper-trading, zero real capital.
Arbitrage Scanner — 5-Exchange Spread Monitor
Real-time analysis of price discrepancies across Binance, Kraken, Coinbase, OKX, and Bybit. The scanner calculates net spread after estimated taker fees and flags opportunities above your minimum threshold. Research and informational tool — no automated order routing.
Oracle AI — Multi-Model Market Intelligence
The Oracle layer combines Hidden Markov Model regime detection, Monte Carlo path simulation, Deep Reinforcement Learning (PPO), and on-chain sentiment into a unified market-state score. Outputs include regime label (Trending / Ranging / High-Volatility), Hurst exponent, VPIN toxicity, and a plain-language narrative from the AI advisor.
Monte Carlo Risk Simulator
Run 1,000 simulated price paths for any trade setup to estimate Value-at-Risk (VaR 95%), CVaR tail risk, Kelly edge, fragility score, and probability of ruin. Helps you study how much variance a strategy might carry — all within the sandboxed demo environment, not financial advice.
Backtesting Engine — Up to 365 Days
Replay any strategy (AI signals, DCA, or Grid) against up to 365 days of historical Binance candle data. Outputs include equity curve, maximum drawdown, win rate, profit factor, Sharpe ratio, and a full trade log. Configuration is identical to the live simulator so results are directly comparable.
Non-Custodial — Your Funds Stay on Your Exchange
Cripton AI connects to your exchange via API with Read and Trade permissions only. Withdrawal permissions are always disabled — your funds never leave your exchange account. We are a 100% Non-Custodial SaaS platform: no custody, no fund movement, no withdrawal flows.