Automated AI Agents for Traders and Analysts

Kakshil Shah
By Kakshil Shah

WaveAssist

Published on: Aug 6, 2025

Discover how SentimentRadar, WavePredict, and PatternAnalyser from WaveAssist can supercharge your trading with actionable AI insights

Automated AI Agents for Traders and Analysts

Automated AI Agents for Traders and Analysts to trade smarter with WaveAssist!

WaveAssist’s AI-powered tools—SentimentRadar, WavePredict, and PatternAnalyser—supercharge your trading with actionable insights. These customizable agents, built on a code-first platform, let you deploy pre-built templates instantly and tweak them with Python for tailored strategies. No server management, just results. Below, we explore what each does, their benefits, and how they sharpen your trading edge, with direct links to deploy.

1. WavePredict: Forecast Stock Moves with Multi-Horizon AI Predictions

WavePredict takes stock prediction to the next level, fusing technical data, news, and social sentiment into ranked forecasts that help you anticipate market moves across short and long terms.

WavePredict Forecast Table Example

What It Does:

This AI trading assistant pulls data from yFinance for quotes, Perplexity for news, and Grok for social sentiment. It automatically engineers features like returns, volatility, RSI, and MACD, then uses DeepSeek V3 to generate predictions for 1-day, 1-week, 1-month, and 3-month horizons. Results are sorted by expected percentage moves and delivered in a styled HTML email every Monday, Wednesday, and Friday after the closing bell.

Benefits:

  • Data Fusion Power: Combines diverse sources for more accurate, rationale-backed forecasts, spotting edges the crowd overlooks.
  • Flexible Scheduling: Customize run times and stock universes, with rock-solid reliability through centralized logs and retries.
  • Easy Customization: One-click deployment, plus Python tweaks for personalized logic—ideal for scaling from basic to advanced strategies.

How It Helps Trade Better:

WavePredict ranks opportunities by potential impact, allowing you to prioritize high-conviction trades. For example, if it predicts a 10% upside in a stock based on positive sentiment and strong technicals, you can enter with data-backed confidence. It reduces guesswork, helps manage risk across timeframes, and has helped traders improve win rates by aligning entries/exits with AI-driven insights.

Get Started with WavePredict today!

👉 Click here to Deploy WavePredict for free on WaveAssist today 🔗


2. SentimentRadar: Master Market Mood with Real-Time Sentiment Analysis

SentimentRadar is your go-to AI agent for decoding the emotional pulse of the market. This premium template scans social media buzz, news headlines, and analyst reports in real-time, aggregating insights from thousands of sources to provide a clear picture of sentiment shifts for your chosen stocks.

What It Does:

Using xAI's Grok for Twitter sentiment classification, Perplexity Sonar for web searches and analyst extractions, and Claude Sonnet for unified summaries, SentimentRadar analyzes factors like social media conversations, news coverage, and expert opinions. You input stock symbols (e.g., AAPL, TSLA) via the WaveAssist interface, and it delivers a professional HTML dashboard via email every Monday, Wednesday, and Friday. The report includes overall sentiment scores, top narratives, and ticker-specific highlights, all before the market opens.

Benefits:

  • Comprehensive Coverage: Fuses data from multiple sources for a holistic view, going beyond traditional metrics to capture subtle market vibes.
  • Time-Saving Automation: Runs effortlessly on a schedule with built-in reliability features like automatic retries and alerts—no cron jobs or servers needed.
  • Customizable and Secure: Tweak workflows with Python nodes for advanced logic, while securely storing secrets like email credentials. Free AI access via OpenRouter tokens means no API key hassles.

How It Helps Trade Better:

By highlighting sentiment-driven risks and opportunities early, SentimentRadar empowers you to adjust positions proactively. For instance, if negative buzz builds around a stock, you can hedge or exit before volatility spikes. Traders report sharper decision-making, as it uncovers hidden narratives that charts alone miss, ultimately boosting confidence and potential returns in volatile markets.

Get Started with SentimentRadar today!

👉 Click here to Deploy SentimentRadar for free on WaveAssist today 🔗


3. PatternAnalyser: Detect Chart Patterns and Signals with AI Precision

PatternAnalyser turns technical analysis into an automated powerhouse, scanning historical data to uncover patterns, trends, and signals that inform your next move.

PatternAnalyser Chart Example

What It Does:

Fetching 90-day OHLC data via yFinance, it calculates indicators like RSI, MACD, ADX, and moving averages. Advanced models (Claude 4, Grok, GPT-4.1) detect patterns such as triangles, flags, or head-and-shoulders, assigning confidence-scored Buy/Hold/Sell recommendations. Concise summaries and tables arrive in your inbox every Monday, Wednesday, and Friday.

Benefits:

  • AI-Enhanced Detection: Goes beyond human eyes to identify subtle patterns with reliability scores, ensuring high-quality signals.
  • Hassle-Free Operation: Automated post-market runs with secure, customizable features—no need for manual charting or API management.
  • Scalable Tweaks: Fork the template and adjust via Python for custom indicators or filters, fitting your trading style perfectly.

How It Helps Trade Better:

By delivering breakout levels and smart signals, PatternAnalyser helps you time entries and exits more accurately. Imagine spotting a bullish flag pattern with 80% confidence— you can capitalize on breakouts while avoiding false signals. It saves hours of chart review, reduces emotional bias, and enhances overall strategy, leading to more consistent profits in trending or ranging markets.

Get Started with PatternAnalyser today!

👉 Click here to Deploy PatternAnalyser for free on WaveAssist today 🔗


Why Choose WaveAssist for Your AI Trading Toolkit?

These three agents—SentimentRadar, WavePredict, and PatternAnalyser—form a powerful trio that covers sentiment, prediction, and technical analysis, giving you a 360-degree trading edge. Built on WaveAssist's hosted platform, they offer freemium access for quick starts, with premium unlocks for deeper customizations like code editing. From one-click deploys to community-forked templates, WaveAssist empowers you to build agentic AI solutions that scale with your needs.

Remember, these tools are for educational purposes only—not financial advice. Always consult a professional advisor.

Ready to transform your trading? Explore more templates in our marketplace or schedule a setup call. Dive in, tweak, and trade smarter with WaveAssist!

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