About Tradewink
An AI trading assistant built to give individual traders the same quality of analysis and automation that institutional desks have — without custody, without complexity.
The Problem We're Solving
Individual traders are at a structural disadvantage. Institutional desks have dedicated analysts monitoring dozens of data feeds, quant teams running regime-detection models, and execution infrastructure that acts in milliseconds. A solo trader has a browser tab and a Discord alert.
Tradewink closes that gap. It runs 75+ concurrent AI loops scanning earnings reports, options flow, dark pool prints, insider filings, macro signals, and momentum indicators simultaneously — 24 hours a day for crypto and forex, full speed during market hours for equities and futures. Every signal it surfaces comes with a full written analysis explaining the reasoning, entry zone, stop-loss, and profit target. You understand every trade before you take it.
What You Can Trade
Tradewink isn't limited to stocks. The platform supports five asset classes — each with its own screening, risk management, and execution logic tuned to the instrument's characteristics.
Stocks
Momentum, mean-reversion, breakout, VWAP, and opening range strategies with micro account support down to $100.
Options
Multi-leg strategies, Greeks-aware sizing, IV rank routing, and exercise/assignment handling.
Futures
ES, NQ, RTY, YM and their micro counterparts with continuous contracts and auto-rollover.
Crypto
24/7 trading across major pairs via Coinbase and Alpaca with crypto-specific risk limits.
Forex
Major and minor pairs via OANDA with session-aware screening and pip-based risk management.
Predictions
Event contracts on Kalshi — AI-scored political, economic, and cultural markets.
How We Approach This
Your money never moves
Tradewink connects to your existing broker via API. We send trade orders — that's it. Your funds stay in your brokerage account under your name at all times. We have no custody of your money and no access to withdraw it.
AI validates AI
No single model makes a trade decision. Every signal goes through a multi-model validation chain and a multi-agent debate before any automation is triggered. A reflection audit examines every completed trade to improve future decisions.
Transparent, not a black box
Every signal includes the full reasoning — what triggered it, what data supports it, what invalidates the thesis, and what the expected risk/reward is. You can always see what the system is doing and why. If a trade gets rejected by risk management, you see why.
You configure the risk, we handle the rest
Over 50 configurable preferences let you define max position size, daily loss limit, which instruments are in scope, and whether automation is enabled at all. Hard stops are enforced at the code level, not as suggestions.
A System That Learns
Tradewink isn't static. A built-in learning engine continuously improves the system based on its own trade outcomes. After every closed position, an AI reflection audit examines what went right, what went wrong, and what the system should do differently next time.
Autonomous coding agent
An AI coding agent runs nightly, scanning production logs and trade analytics to find bugs and performance issues — then opens pull requests with proposed fixes for human review.
Adaptive strategy selection
A reinforcement learning layer (Thompson Sampling bandit) automatically shifts weight toward strategies that are performing well in the current market regime and away from those that aren't.
The Technology
Tradewink is 400,000+ lines of Python 3.12+ with an async-first architecture and 23,000+ test functions across 500+ test files. Market data comes from Polygon.io (primary), cross-validated with EODHD, Finnhub, FRED, AlphaVantage, and SEC EDGAR. Real-time streams include Alpaca WebSocket for live bars, Finnhub WebSocket for breaking news, and SEC EDGAR polling for insider filings.
AI analysis routes through multiple models via OpenRouter — including explicit tier-based stacks such as Claude Sonnet 4.5, GPT-5.4, GPT-5.4 Nano, DeepSeek Chat, Grok, and Mistral — with a model router that matches model capability to task complexity. Market regime detection uses a Hidden Markov Model (HMM) to classify market conditions into trending, choppy, and transitioning states — adjusting strategy weights, position sizing, and exit logic accordingly.
Broker routing covers native integrations for Alpaca, Tradier, IBKR, Schwab, tastytrade, Webull, TradeStation, Moomoo, Coinbase, NinjaTrader, OANDA, Kalshi, CCXT, and SnapTrade-connected brokerages. All run through a common broker abstraction layer with OAuth2 support where available.
Your API keys are encrypted with Fernet symmetric encryption and PBKDF2 key derivation. They are never persisted or logged in plaintext and are decrypted only transiently when needed for your configured broker API calls. Position reconciliation runs continuously to detect any external changes to your portfolio.
Important Disclaimer
Tradewink is a technology platform, not a financial advisor or registered investment advisor. The signals, analysis, and automation features are tools to assist your own trading decisions — they are not personalized investment advice. Past signal performance does not guarantee future results. All trading involves risk, including the risk of losing more than your initial investment. You are solely responsible for your own trading decisions.
Tradewink does not hold custody of your funds, does not execute trades without your configured authorization, and is not a broker-dealer.
Frequently Asked Questions
Does Tradewink hold my money?+
No. Tradewink is non-custodial. Your funds stay in your own brokerage account under your name at all times. Tradewink connects to your existing broker via API and sends trade orders — it has no custody of your money and no ability to withdraw it.
Is Tradewink a registered investment adviser?+
No. Tradewink is a technology platform, not a financial advisor or registered investment adviser, and it is not a broker-dealer. The signals, analysis, and automation are tools to assist your own trading decisions — they are not personalized investment advice. See the disclaimer on this page for details.
What assets can Tradewink trade?+
Tradewink supports five asset classes: stocks, options, futures, crypto, and forex — plus event contracts (predictions) on Kalshi. Each has its own screening, risk management, and execution logic tuned to the instrument.
Does Tradewink place trades without my permission?+
No. Auto-execution is off by default and trades require your configured authorization. You define max position size, daily loss limits, which instruments are in scope, and whether automation is enabled at all. Hard stops are enforced at the code level.
Get in Touch
The best place to reach us is the Tradewink Discord server. Questions about the platform, feedback on signals, bug reports, and feature requests all go through Discord. The community is active and questions typically get answered quickly.
Tradewink is not a registered investment adviser, broker-dealer, or financial planner. All data, signals, and analytics on this page are for informational purposes only and do not constitute investment advice, financial advice, or a recommendation to buy or sell any security.
Past performance does not guarantee future results. Trading involves substantial risk of loss, including the possibility of losing more than your initial investment. You are solely responsible for your own trading decisions.