Tutorial
Welcome to Intratio! This comprehensive guide will help you master our AI-powered financial analytics platform. Whether you're a retail investor building your first portfolio or an institutional professional seeking quantitative edge, this tutorial covers every feature—from daily AI stock forecasts and market intelligence to portfolio optimization and API integration.
📑Table of Contents
🚀Quick Start
📈AI Forecasts & Analysis
📰Market Intelligence
⚙️Advanced Tools
🔌Developer Resources
💰Earning Opportunities
📚Resources
🌍Platform Overview#
Intratio is an institutional-grade AI-powered platform that provides predictive stock forecasts, comprehensive market intelligence, and portfolio optimization tools. We analyze over 4,000 US-listed stocks daily, providing actionable insights for both retail investors and financial professionals.
🤖AI-Powered Predictions
Our machine learning models analyze over 10 years of historical data—balance sheets, income statements, cash flows, and corporate events—to generate daily stock price forecasts with multiple time horizons.
📊4,000+ Stocks Covered
Comprehensive coverage of all US-listed securities with daily updated forecasts, fundamental data, and technical indicators for informed decision-making.
📰Market Intelligence
Real-time aggregated financial news, AI-generated market summaries, and 22 key economic indicators to keep you informed of market-moving events.
⚖️Portfolio Optimization
Build mathematically optimized portfolios using Modern Portfolio Theory. Maximize risk-adjusted returns (Sharpe ratio) while managing your investment constraints.
Who Is Intratio For?
👤Retail Investors
Individual investors seeking data-driven insights to make better investment decisions. No PhD in finance required—our platform does the heavy lifting.
🏢Institutional Investors
Professional fund managers, analysts, and wealth advisors requiring institutional-grade analytics, API access, and advanced optimization tools.
👤Account & Subscription Plans#
Getting started with Intratio is quick and easy. Create your account to unlock AI-powered stock forecasting features.
🔑Registration Process
- Sign up with your email, Google, LinkedIn, or Discord account.
- Verify your email address (if using email registration).
- Choose your subscription plan.
- Start exploring AI forecasts and market intelligence.
Subscription Plans
Choose the plan that best fits your investment needs:
🆓FREE - $0/month
Explore our platform with limited features:
- Browse stock forecasts (limited access)
- View company fundamentals
- Basic market overview
⭐PREMIUM - $49/month
Perfect for individual investors and active traders:
- 4,000+ daily AI stock forecasts
- Real-time company fundamentals
- Personal watchlists & follow lists
- Analytics dashboard access
- Email alerts & notifications
- 30-day risk-free trial
🏆INSTITUTIONAL - $1,900/month
Complete AI solution for financial professionals:
- Everything in Premium +
- AI Portfolio Optimization
- Advanced Analytics Dashboards
- Full API Access
- Risk management & correlation analysis
- Priority customer support
📈AI Stock Forecasts#
AI stock forecasts are the core of Intratio's predictive analytics. Our machine learning models analyze over 10 years of historical data—including balance sheets, income statements, cash flow statements, and corporate events—to generate daily price predictions for over 4,000 US-listed stocks.
Forecast Time Horizons
Predictions are available for multiple investment timeframes:
How Forecasts Are Generated
📊Data Collection
We aggregate fundamental data, price history, and market conditions for each stock daily after market close.
🤖AI Analysis
Our machine learning models identify complex patterns and non-linear correlations invisible to human analysts.
📈Price Prediction
Models generate expected return percentages for each time horizon, with confidence bands showing likely price ranges.
🔔Signal Classification
Each forecast is classified into a signal type based on predicted return magnitude.
Understanding Forecast Charts
Each company's forecast page includes an interactive price chart showing:
- Historical Price - Actual stock price over the selected time period
- AI Forecast Line - Predicted price direction and magnitude
- Confidence Bands (±1σ, ±2σ) - Statistical confidence intervals showing expected price range
- Time Range Options - View 1M, 6M, 1Y, 5Y, or MAX historical data
🚦Signal Types & Screeners#
Each AI forecast is classified into a signal type based on the predicted return. Use signal screeners to quickly discover investment opportunities matching your strategy.
Signal Classifications
🟢Strong Buy
Highest predicted returns. Stocks showing the most bullish AI signals for potential long positions.
🟩Buy
Positive predicted returns. Stocks with moderately bullish forecasts.
🟡Neutral
Near-zero predicted returns. Stocks expected to move sideways or with uncertain direction.
🟧Sell
Negative predicted returns. Stocks with moderately bearish forecasts.
🔴Strong Sell
Lowest predicted returns. Stocks showing the most bearish AI signals, potential short candidates.
Using Forecast Screeners
The forecast screener allows you to filter stocks based on:
Quick Access Links
- Strong Buy Signals - View all stocks with Strong Buy classification
- Buy Signals - View all stocks with Buy classification
- Neutral Signals - View all stocks with Neutral classification
- Sell Signals - View all stocks with Sell classification
- Strong Sell Signals - View all stocks with Strong Sell classification
- All Signals - Browse all available signals
🏢Company Analysis Pages#
Each company in our database has a dedicated analysis page providing comprehensive investment research. Access any company page by searching for its ticker symbol or browsing through the Company Screener.
What You'll Find on Company Pages
📈Interactive Price Chart
Historical price data with AI forecast overlay, confidence bands, and multiple timeframe views (1M, 6M, 1Y, 5Y, MAX).
🤖AI Investment Summary
AI-generated analysis covering company profile, financial performance, balance sheet strength, cash flow, and valuation.
📊Fundamental Analysis
Quarterly financial data including valuation metrics, profitability ratios, financial health indicators, and cash flow analysis.
📰Company News
Latest news and analyst reports affecting the stock's price and investment outlook.
🏆Peer Comparison
Comparative analysis against industry competitors including market cap, P/E ratio, and price-to-book metrics.
❓FAQ Section
Stock-specific frequently asked questions about forecast accuracy, influencing factors, and investment considerations.
Fundamental Metrics Available
Accessing Company Pages
- Search - Type the ticker symbol (e.g., AAPL) in the search bar
- Company Screener - Browse all companies at /companies/browse/
- Signal Lists - Click any stock in the signal lists to view its full analysis
- Sector Pages - Browse companies by sector (Technology, Finance, Healthcare, etc.)
📰Market News Intelligence#
Stay informed with our comprehensive market news aggregation and AI-powered analysis. We collect news from trusted financial sources globally and use AI to generate actionable market summaries.
AI Market Summary
Our AI analyzes breaking news and generates daily market insights covering:
- Market Overview - Summary of key market movements and sentiment
- Major Events - Critical news affecting markets today
- Sector Highlights - Notable developments across industries
- Trading Outlook - AI assessment of market conditions for traders
News Categories
📈Markets
Stock market news, indices, earnings reports, and trading updates.
🏛️Economics
Central bank decisions, economic indicators, inflation, and employment data.
🏛️Politics
Government policies, trade relations, and regulatory news impacting markets.
💻Technology
Tech sector developments, innovation, and digital economy trends.
🏭Industries
Sector-specific news across energy, healthcare, finance, consumer goods, and more.
How to Use Market News
- Daily Briefing - Read the AI Market Summary each morning for quick insights
- Category Filtering - Click on tabs to filter news by your areas of interest
- Full Articles - Click any headline to read the full story from the original source
- Real-time Updates - News feed updates regularly throughout the trading day
🌐Economics Explorer#
The Economics Explorer provides comprehensive US economic indicator data and inter-market relationships. Understand how macroeconomic forces impact stock prices and investment returns.
22 Key Economic Indicators
Track the most important US economic metrics, all displayed with historical charts:
📊GDP & Growth
- Real GDP
- Nominal GDP
- GDP Growth Rate
💵Inflation & Prices
- Consumer Price Index (CPI)
- Producer Price Index (PPI)
- Personal Consumption Expenditures (PCE)
👥Employment
- Unemployment Rate
- Nonfarm Payrolls
- Initial Jobless Claims
🏠Housing & Consumer
- Housing Starts
- Retail Sales
- Consumer Confidence
🏭Manufacturing & Business
- Industrial Production
- ISM Manufacturing PMI
- Durable Goods Orders
🏦Monetary Policy
- Federal Funds Rate
- 10-Year Treasury Yield
- M2 Money Supply
Inter-Market Elasticities
Our unique elasticity matrix shows how changes in economic indicators historically affect stock market returns. For example:
Using Economics Data for Investment Decisions
- Monitor Key Releases - Track upcoming economic data releases that may move markets
- Understand Relationships - Use elasticities to anticipate sector rotations
- Context for Forecasts - Combine economic trends with AI stock forecasts for informed decisions
- Risk Assessment - Identify macro risks that could impact your portfolio
📊Analytics Dashboard#
The Advanced Analytics Dashboard provides institutional-grade market analysis tools. Explore comprehensive visualizations covering sector performance, signal distributions, correlations, and outlier detection.
Dashboard Modules
🏆Sectors Ranking
Compare all market sectors by average predicted return, signal strength, and momentum.
🏭Industries Ranking
Drill down into specific industries within sectors to find the best opportunities.
📈Top/Worst Signals
Quick access to stocks with the highest and lowest predicted returns.
📊Signal Distribution
Histogram showing the distribution of all AI signals across the market.
📉Metric Distribution
Analyze the distribution of key financial metrics (P/E, ROE, etc.) across stocks.
🔗Correlation Matrix
Heatmap showing correlations between financial metrics and predicted returns.
📐Scatter & Regression
Plot any two metrics against each other with trend lines and statistical analysis.
🔍Outliers Detection
Identify stocks with unusual metric combinations using statistical methods.
🏢Company Snapshot
Quick company comparison across multiple dimensions and metrics.
📊Percentile Compare
Compare a company's metrics against sector and market percentiles.
🔔Signals Change
Track how AI signals have changed over time for momentum analysis.
📋Custom Reports
Build custom analytical views combining multiple metrics and filters.
How to Use Analytics
- Select a Module - Choose from the dropdown menu which analysis you want to view
- Apply Filters - Filter by sector, market cap, time horizon, and other parameters
- Interact with Charts - Hover for details, click to zoom, drag to select ranges
- Export Data - Download charts as images or export underlying data for further analysis
🎯Pro Tip: Sector Rotation Strategy
Use Sectors Ranking to identify the best-performing sectors, then drill into Industries Ranking to find specific opportunities. Combine with Correlation Matrix to ensure diversification.
⚖️Portfolio Optimization#
Build mathematically computed portfolios using Modern Portfolio Theory (MPT) and AI-driven expected returns. Our portfolio calculation tool helps you explore different asset allocations along the efficient frontier.
🎯Smart Portfolio Construction
Leverage advanced mathematical algorithms to compute portfolio allocations that illustrate the risk-return tradeoff based on historical data and quantitative models.
Optimization Objectives
Choose from multiple optimization strategies:
📈Maximize Return-to-Risk (Sharpe)
Find the portfolio on the efficient frontier with the highest risk-adjusted return (maximum Sharpe ratio).
🛡️Minimize Risk
Create the minimum variance portfolio with the lowest possible volatility.
🚀Maximize Return
Optimize for maximum expected return (higher volatility tolerance parameter).
📊Target Return
Minimize risk while achieving a specific target return percentage.
🎲Target Volatility
Maximize returns while keeping volatility at a specified level.
⚖️Risk Parity
Balance risk contributions equally across all assets in the portfolio.
Portfolio Constraints
Customize your optimization with various constraints:
How to Optimize Your Portfolio
- Select Stocks - Add stocks to your portfolio by ticker symbol (e.g., AAPL, MSFT, GOOGL)
- Choose Objective - Select your optimization goal from the dropdown
- Set Constraints - Configure position limits and investment amount
- Run Optimization - Click optimize to calculate optimal weights
- Review Results - Analyze the efficient frontier chart, expected return, and volatility
- Export Allocation - Download your optimal portfolio allocation
Understanding the Results
📊Efficient Frontier
Interactive chart showing all possible portfolio combinations and where your optimized portfolio sits on the risk-return spectrum.
📋Allocation Table
Detailed breakdown of recommended weights, share quantities, and position values for each stock.
📈Performance Metrics
Expected return, volatility, Sharpe ratio, and other key portfolio statistics.
📉Model Backtest#
Model transparency is a cornerstone of Intratio. Our Backtest page provides comprehensive out-of-sample performance analysis so you can evaluate the reliability of our AI predictions before using them.
What Is Backtesting?
Backtesting measures how our AI models would have performed on historical data they never saw during training (out-of-sample testing). This is the gold standard for evaluating prediction accuracy in quantitative finance.
📊Out-of-Sample Performance
Review historical prediction accuracy across different time horizons and market conditions.
📈Cumulative Returns
See hypothetical portfolio returns if you had followed our AI signals historically.
🎯Hit Rates
Percentage of predictions that correctly predicted price direction.
📉Drawdown Analysis
Maximum historical losses to understand worst-case scenarios.
Quantitative Finance Primer
The backtest page includes educational content explaining key concepts:
- Modern Portfolio Theory - Foundation of risk-return optimization
- Sharpe Ratio - Measuring risk-adjusted returns
- Alpha & Beta - Portfolio performance relative to the market
- Overfitting Prevention - Why out-of-sample testing matters
- Statistical Significance - Understanding prediction reliability
Our Methodology
Learn about the methodology behind our AI forecasting models:
💡Why This Matters
Many financial AI products don't publish backtest results because they would reveal poor performance. Our commitment to transparency means you can verify our model quality before subscribing. No black boxes—just honest, verifiable AI predictions.
💰Referral Program#
Earn commissions by sharing Intratio with your network! Our referral program rewards you for bringing new users to our platform. Whether you're a content creator, financial advisor, or simply love our platform, you can start earning passive income today.
💸Earn Up to 15% Commission
Get paid for every successful referral. Join our affiliate network and start earning with Intratio's referral program.
How It Works
1️⃣Join the Program
Sign up for our affiliate program and get approved to start earning commissions.
- Complete application form
- Wait for approval (usually 24-48h)
- Access your affiliate dashboard
2️⃣Get Your Links
Generate unique referral links to track your referrals and commissions.
- Create custom referral codes
- Generate trackable links
- Use campaign names for organization
3️⃣Share & Promote
Share your referral links through your preferred marketing channels.
- Social media promotion
- Blog posts and reviews
- Email newsletters
4️⃣Earn Commissions
Get paid when your referrals subscribe to our premium plans.
- Track real-time earnings
- Weekly payout processing
- Detailed commission reports
Getting Started
- Apply to Join - Visit our referral program page and submit your application
- Account Review - Our team will review your application within 24-48 hours
- Access Dashboard - Once approved, access your affiliate dashboard to manage links and track performance
- Create Links - Generate your first referral links with custom codes for easy tracking
- Start Promoting - Share your links and start earning commissions on successful conversions
🖥️Affiliate Dashboard Features
Your affiliate dashboard provides everything you need to manage and optimize your referral campaigns:
- Link Management - Create, edit, and organize your referral links
- Real-time Analytics - Track clicks, conversions, and earnings in real-time
- Commission Tracking - Monitor pending, approved, and paid commissions
- Payout Management - Request payouts and track payment history
- Performance Reports - Detailed analytics to optimize your campaigns
Commission Structure
| Subscription Plan | Monthly Price | Your Commission (15%) | Annual Potential* |
|---|---|---|---|
| Premium Plan | $49/month | $7.35 | $88.20 |
| Institutional Plan | $1,900/month | $285 | $3,420 |
| Enterprise Plan | Custom | Custom | Custom |
* Based on 12-month customer retention
Marketing Tips & Best Practices
📱Social Media
Share valuable content about stock analysis and include your referral links naturally.
📝Content Creation
Write blog posts, create videos, or host webinars showcasing Intratio's features.
💬Community Engagement
Participate in financial forums and communities while sharing helpful insights.
📊Performance Tracking
Use different referral codes for different campaigns to track what works best.
💳Payment Information
Payments are processed weekly for all commissions that have been approved. You can request a payout once your balance reaches the minimum threshold of $50.
Tracking Your Performance
Your affiliate dashboard provides comprehensive analytics to help you optimize your referral campaigns:
- Click-through Rates - See which links and campaigns generate the most clicks
- Conversion Rates - Track how many clicks turn into paying customers
- Earnings Timeline - Monitor your commission earnings over time
- Geographic Data - Understand where your traffic is coming from
- Top Performing Content - Identify your most successful promotional strategies
🚀Ready to Start Earning?
Join our referral program today and start earning passive income by sharing Intratio with your network. With competitive commission rates and comprehensive tracking tools, it's never been easier to monetize your financial expertise.
🔌API Integration#
Intratio provides a comprehensive REST API for developers, quantitative analysts, and financial institutions to integrate our AI forecasting capabilities into custom applications, trading systems, and research workflows.
🚀Getting Started with the API
- Subscribe to an Institutional plan for API access
- Generate your API key from your account settings
- Read the interactive API documentation
- Test endpoints in the sandbox environment
- Integrate into your production systems
API Endpoint Categories
📈Forecasts
Access AI price predictions for all 4,000+ stocks:
- Latest forecasts by ticker
- Batch forecast retrieval
- Historical forecast data
- Multi-horizon predictions
🚦Signals
Retrieve classified buy/sell signals:
- Strong Buy signals list
- Strong Sell signals list
- Signal changes over time
- Filtered signal queries
🏢Companies
Company fundamental data and analysis:
- Company profiles
- Financial statements
- Quarterly fundamentals
- Sector/industry data
📊Analytics
Advanced market analytics data:
- Sector rankings
- Industry rankings
- Correlation matrices
- Signal distributions
⚖️Portfolio
Portfolio optimization endpoints:
- Run optimization jobs
- Efficient frontier data
- Risk metrics calculation
- Allocation recommendations
📰Market Data
News and economic data:
- Aggregated news feed
- Economic indicators
- AI market summaries
Authentication
The API uses token-based authentication. Include your API key in the Authorization header:
Authorization: Token your-api-key-hereRate Limits
API Use Cases
🤖Algorithmic Trading
Integrate AI signals into automated trading systems and execution algorithms.
📊Custom Dashboards
Build proprietary analytics platforms using our data feeds.
🔄Data Integration
Combine Intratio forecasts with your existing data infrastructure.
📚Research & Backtesting
Access historical forecasts for strategy development and validation.
📖Interactive Documentation
Our API documentation includes a built-in testing interface. Try any endpoint directly in your browser before integrating into your application.
View Full API Documentation →❓Frequently Asked Questions#
📏How accurate are the AI forecasts?
Our models achieve varying accuracy rates depending on the time horizon and market conditions. We publish comprehensive backtest results showing out-of-sample performance so you can evaluate our models objectively. Visit the Backtest page to see historical accuracy metrics, hit rates, and cumulative performance charts.
🕒When are forecasts updated?
AI forecasts are updated daily after US market close (typically by 8 PM ET). This ensures predictions incorporate the latest price movements and any after-hours filings. New forecasts are available before the next trading day opens.
📊What data do your models use?
Our AI analyzes over 10 years of historical data including: quarterly financial statements (balance sheets, income statements, cash flows), corporate events (earnings, dividends, splits), price history, sector trends, and over 100 derived financial ratios. We do NOT use social media sentiment or unverified alternative data.
🏢How many stocks do you cover?
We provide AI forecasts for over 4,000 US-listed stocks across all major exchanges (NYSE, NASDAQ, AMEX). This includes large-cap, mid-cap, and small-cap companies across all sectors. Coverage requires sufficient trading history and financial data.
🤖Can I use the API for automated trading?
Yes, our API provides programmatic access to forecasts and signals suitable for algorithmic trading. However, we recommend thorough backtesting, proper risk management, and paper trading before deploying live strategies. API access requires an Institutional subscription.
💳What payment methods do you accept?
We accept all major credit cards (Visa, Mastercard, American Express, Discover) and PayPal. Enterprise plans can arrange invoicing and bank transfers. All payments are processed securely through Stripe.
🔄Can I cancel my subscription?
Yes, you can cancel anytime from your account settings. If you cancel during the 30-day trial period, you won't be charged. After cancellation, you retain access until the end of your current billing period. No long-term commitments required.
📈What are the different signal types?
Signals are classified based on predicted return magnitude: Strong Buy (highest predicted returns), Buy (positive returns), Neutral (near-zero returns), Sell (negative returns), Strong Sell (lowest predicted returns). Each signal type corresponds to different investment theses—bullish for longs, bearish for shorts or avoidance.
🆘Support & Resources#
Need help? We're here to support your success with Intratio.
📧Email Support
Get personalized assistance from our team.
support@intratio.com💬Community
Connect with other users and share strategies.
Coming Soon🎯Ready to Get Started?
You now have the knowledge to effectively use Intratio's powerful analytics platform. Start exploring and discover new investment opportunities!