AI Trading Command Center
AI-Powered Investment Analysis

AI Trading Intelligence forStocks & Prediction Markets

Deploy specialized AI agents with algorithmic trading strategies across stocks and prediction markets. Track sharp traders on Polymarket & Kalshi, analyze outcomes with LLM-powered research, and execute momentum, breakout, and scalping strategies with institutional-grade risk management.

Multi-Agent Teams4 specialized analysts
Algo StrategiesMomentum & breakout
Prediction MarketsPolymarket & Kalshi
Copy TradingFollow top performers
Time Travel BacktestingTest strategies in the past
Chatbot Algo BuilderModify rules with AI chat
News Opinion ScannerAI judges sentiment shifts
Senate & Investor TrackingFollow insider moves

Specialized Agent Teams

Decompose complex trading tasks into specialized roles for robust, scalable market analysis and decision-making.

Analyst Team

Four specialized analysts covering all market dimensions

Fundamentals Analyst
Evaluates company financials and performance metrics, identifying intrinsic values and potential red flags.
Financial statementsPerformance metricsIntrinsic valuesRed flag detection
Sentiment Analyst
Analyzes social media and public sentiment using sentiment scoring algorithms.
Social media analysisSentiment scoringPublic mood gaugingShort-term signals
News Analyst
Monitors global news and macroeconomic indicators, interpreting market event impacts.
Global news monitoringMacro indicatorsEvent interpretationMarket conditions
Technical Analyst
Utilizes technical indicators like MACD and RSI to detect patterns and forecast movements.
MACD & RSIPattern detectionPrice forecastingTrend analysis
Insights flow to
Researcher Team
Bullish and bearish researchers critically assess analyst insights through structured debates.
Bull vs Bear debatesRisk vs reward balanceCritical assessmentStructured analysis
Trader Agent
Composes reports from analysts and researchers to make informed trading decisions.
Report synthesisTrade timingPosition sizingMarket execution
Risk Management
Continuously evaluates portfolio risk by assessing market volatility and liquidity.
Volatility assessmentLiquidity analysisStrategy adjustmentRisk evaluation
Portfolio Manager
Final decision authority that approves or rejects transaction proposals before execution.
Final approvalTransaction reviewOrder executionPortfolio oversight

Agent Workflow

A sequential pipeline where specialized agents analyze, debate, and execute trading decisions.

AI Trading Floor with Multiple Agents

Intelligent Analysis

Our AI agents analyze candlestick patterns, moving averages, and technical indicators in real-time, providing institutional-grade market insights.

  • Pattern Recognition
  • Technical Indicators
  • Sentiment Analysis
  • Risk Assessment
1
Analyst Team
4 specialized analysts gather data
2
Researcher Team
Bull vs Bear structured debates
3
Trader Agent
Synthesizes insights for decisions
4
Risk Management
Evaluates and adjusts strategies
5
Portfolio Manager
Final approval & execution
// Agent Workflow Pipeline
Analyst Team (Fundamentals, Sentiment, News, Technical)
↓ Insights and market analysis
Researcher Team (Bullish vs Bearish Debate)
↓ Structured debates balance risks and gains
Trader Agent
↓ Synthesizes reports, determines timing & magnitude
Risk Management Team
↓ Evaluates volatility, liquidity, adjusts strategy
Portfolio Manager
→ Approves/rejects → Exchange Execution

Algorithmic Trading Strategies

Four distinct AI-powered strategies designed for different market conditions and trading styles. Each strategy uses our multi-agent system to analyze signals and execute with precision.

AI Trading Bot

Momentum Trading

The trend is your friend

Stocks in motion tend to stay in motion. Buy when momentum is building, sell when it's fading.

Timeframe

Daily

Win Rate

50-60%

Risk Level

Moderate

Best Market

Trending

Best For

  • Strong trending markets
  • Low to normal volatility
  • Sector strength

Avoid When

  • Choppy markets
  • Extreme volatility
  • Unclear trend

Entry Conditions

  • 1RSI crosses above 30 (oversold recovery)
  • 2MACD bullish crossover
  • 3Price > EMA(20) > EMA(50)
  • 4Volume > 1.5x average
  • 5ADX > 25 (strong trend)

Exit Conditions

  • 1RSI > 70 (overbought)
  • 2MACD bearish crossover
  • 32% stop loss from entry
  • 44% take profit target

Signal Scoring System

Our multi-agent system combines fundamental, technical, and sentiment signals into a unified score for confident trading decisions.

Weight: 15%

PE Ratio

Stock valuation relative to earnings. Identifies undervalued or overvalued positions.

PE < 40 → Bullish

PE 40-60 → Neutral

PE > 60 → Bearish

Weight: 20%

VIX Volatility

Market fear/uncertainty index. Adjusts position sizing based on market conditions.

VIX < 15 → Increase size

VIX 15-25 → Standard

VIX > 35 → Reduce exposure

Weight: 30%

Technical Analysis

RSI, MACD, Bollinger Bands, and ATR combined for precise entry and exit timing.

RSI < 30 → Buy

MACD Cross → Confirm

Band Touch → Reversal

Weight: 20%

News Sentiment

Real-time news analysis and social sentiment scoring for momentum shifts.

Score > 0.5 → Bullish

Score 0-0.5 → Neutral

Score < 0 → Bearish

Final Output

Combined Score

Weighted aggregate of all signals producing final trading decision.

≥0.80 → Strong Buy

≥0.60 → Buy

≥0.40 → Hold

<0.20 → Strong Sell

Alpha Vantage API Integration

Core Data Signal Sources

Real-time market data, 50+ technical indicators, AI-powered sentiment analysis, and fundamental metrics from Alpha Vantage API for comprehensive signal generation.

Price Data

Core Stock APIs

Real-time and historical OHLCV price data for any ticker

Intraday (1-60 min)Daily / Weekly / MonthlyQuote EndpointRealtime Bulk Quotes
Technical

Technical Indicators

50+ technical indicators for pattern recognition and momentum signals

RSIMACDSMA / EMABBANDSSTOCH+5 more
Alpha Intelligence

News & Sentiment

AI-powered sentiment analysis from news articles and media coverage

News Sentiment ScoresTopic ClassificationTicker RelevanceTime-Series Sentiment
Alpha Intelligence

Insider Transactions

Track insider buying and selling activity for early signals

Executive TradesBuy/Sell SignalsTransaction ValuesFiling Dates
Fundamentals

Fundamental Data

Financial statements, ratios, and company metrics for valuation

Company OverviewIncome StatementBalance SheetCash FlowEarnings
Macro

Economic Indicators

Macroeconomic data for market regime and sector rotation analysis

Real GDPTreasury YieldFed Funds RateCPI / InflationUnemployment
Powered byAlpha VantageLive
Prediction Markets Intelligence

Polymarket & Kalshi Analysis

Research-based LLM analysis on prediction market outcomes with copy trading signals from top investors, senators, and traders

Polymarket
Largest crypto prediction market with deep liquidity

500+

Active Markets

$1.2B+

Total Volume

Real-time oddsDeep liquidityCrypto settlement
Kalshi
CFTC-regulated US prediction market exchange

200+

Active Markets

$500M+

Total Volume

US regulatedUSD settlementEvent contracts

LLM Outcome Analysis

AI-powered analysis of market outcomes using news, sentiment, and historical data

85% accuracy

Sharp Trader Tracking

Follow and copy trades from top-performing prediction market traders

Top 1% traders

Real-time Signals

Instant alerts when sharp money moves on high-conviction trades

5min updates

Portfolio Correlation

Analyze how prediction markets correlate with your stock positions

Multi-asset
Top Traders Leaderboard
Copy trades from senators, institutional investors, and sharp money traders. Data updated every 5 minutes.
View Full Leaderboard
RankTraderOverall PnLWin RateAction
1

Nancy Pelosi

senateTech & Finance
$12.85M
78.4%
2

Warren Buffett

legendValue Investing
$8.22M
82.1%
3

Theo

whalePolitics
$5.85M
68.4%
4

Dan Crenshaw

senateDefense & Energy
$4.22M
74.5%
5

Fredi9999

sharpEconomics
$3.22M
72.1%
6

Cathie Wood

fund-managerDisruptive Tech
$2.95M
69.3%
7

SilverVVolf

consistentSports
$2.85M
65.8%
8

Domer

sharpTech
$2.16M
71.2%

LLM Outcome AnalysisLive

Our AI agents analyze prediction market data alongside news sentiment, social media trends, and historical patterns to identify high-probability outcomes and arbitrage opportunities.

Markets Analyzed

1,247

Avg. Edge Detected

+4.2%

Sharp Money Alerts

23 today

Built for Traders

Everything you need to make informed trading decisions with confidence.

Real-time Analysis

Process market data instantly with our optimized multi-agent pipeline.

Risk Minimization

Deep analysis to identify potential losses before they happen.

Price Predictions

Next-day price predictions powered by comprehensive market analysis.

Daily Insights

Fresh trading insights generated every market day.

Multi-source Data

Aggregate data from news, social media, and financial reports.

Secure Processing

Your analysis data is encrypted and never shared.

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