Prudent Wolf runs 100% on local hardware. No cloud servers. No external APIs. No data leakage. Your trading intelligence stays completely private.
Every component runs on your hardware. Zero cloud dependency. Complete data sovereignty.
4x RTX 5090 GPUs process all model inference locally. No external compute. Your trades never touch the cloud.
All trading data, signals, and models stored in encrypted local volumes. AES-256 at rest. Zero exposure.
Our proprietary trader_v4.py runs as a local service. Real-time signal generation without API calls.
Webull API integration via secure local proxy. Orders placed directly. No intermediary servers.
Sub-second latency from signal to execution. Local inference means no network delays or cloud round-trips.
For maximum security, run completely offline. Generate signals without any internet connection.
Enterprise-grade local computing for institutional-quality signals.
Don’t have the hardware? Learn about our managed dashboard options →
Transparent, auditable code. No black boxes. No mysterious cloud behavior.
import torch from transformers import AutoModelForCausalLM from webull_api import WebullClient # Prudent Wolf - Local Trading Intelligence class EdAgentTrader: def __init__(self, model_path="./models/wolf-v4"): # Load model entirely on local GPU self.device = "cuda:0" if torch.cuda.is_available() else "cpu" self.model = AutoModelForCausalLM.from_pretrained( model_path, torch_dtype=torch.float16, device_map=self.device ) self.webull = WebullClient() # Local broker connection def generate_signal(self, market_data): # All inference stays local - no API calls with torch.no_grad(): inputs = self.tokenizer(market_data, return_tensors="pt") inputs = {k: v.to(self.device) for k, v in inputs.items()} outputs = self.model.generate(**inputs, max_new_tokens=256) signal = self.tokenizer.decode(outputs[0], skip_special_tokens=True) return self.parse_signal(signal) def execute_trade(self, signal): # Direct broker API - no intermediary if signal.action == "BUY": self.webull.place_order( symbol=signal.symbol, side="BUY", quantity=signal.size, order_type="LIMIT", limit_price=signal.price ) # Full audit trail logged locally self.log_trade(signal) # Zero cloud dependency. 100% local execution.
We don’t just minimize data collection — we eliminate it entirely. Your trading strategies, positions, and performance data never leave your hardware.
Unlike cloud-based AI trading tools that harvest your data, Prudent Wolf keeps everything on your machine. Here’s how the data flow works: