Astron Litepaper
  • Introduction
  • Getting Started
    • Collective Vision
    • Problem Statement
  • Fundamentals
    • Product Ecosystem
    • Token Utility
    • Roadmap
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  • Core Interaction & Engagement
  • 🔗 Platform & Market Integration
  • 📊 AI-Driven Research & Betting Intelligence
  1. Fundamentals

Product Ecosystem

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Last updated 2 months ago


Astron AI Agents:

Astron is developing a suite of AI-powered agents to automate and optimize prediction market strategies. The first in this lineup is Raven 1.0 – Sentiment Prediction Agent, a powerful tool for data-driven trading on Polymarket.


🪶 Raven 1.0 – Intelligent Agent for Prediction Market

Raven 1.0 is an advanced AI sports betting and prediction market agent, designed to provide real-time probability scores, sentiment analysis, and automated strategy execution. By leveraging on-chain data, whale trade tracking, and AI-driven insights, Raven optimizes decision-making for bettors and traders alike.


Core Interaction & Engagement

Raven operates across prediction markets, sports betting platforms, and community channels, delivering instant insights and automated research.

Active Monitoring & Smart Response

  • Tracks market trends, sentiment shifts, and betting opportunities in real time.

  • Monitors whale trades, liquidity shifts, and social sentiment to predict price action.

  • Stores user interactions & preferences for personalized betting recommendations.

  • Maintains separate conversation threads across different platforms.

Engagement Triggers & Automated Execution

Direct Engagement

  • Responds to user queries on odds, trends, and betting strategies.

  • Provides real-time trade recommendations based on AI-driven probability scores.

  • Conducts live market scans to fetch the latest data before responding.

Autonomous Engagement

  • Proactively analyzes high-value betting discussions and participates when relevant.

  • Identifies emerging trends in sports and prediction markets.

  • Generates automated research insights, reducing the need for manual analysis.


🔗 Platform & Market Integration

Twitter & Social Market Insights

  • Monitors sports and prediction market discussions for key insights.

  • Uses sentiment analysis to predict market movements before odds shift.

  • Implements conversation threading for in-depth, multi-turn interactions.

Discord, Telegram & WhatsApp

  • Offers real-time insights and betting analysis in private and group chats.

  • Maintains individual user preferences for tailored betting strategies.

  • Sends alerts for high-value betting opportunities and risk factors.

Prediction Market API Integration

  • Directly connects with Polymarket and other leading betting platforms.

  • Fetches live market data, processes odds, and Inform smart betting strategies.


📊 AI-Driven Research & Betting Intelligence

Real-Time Market Research & Data Processing

  • Aggregates on-chain data, sports analytics, and external market signals.

  • Evaluates historical patterns, trade movements, and sentiment shifts.

  • Custom research queries for game-specific, player-based, or event-driven analysis.

Adaptive Strategy & Risk Management

  • Learns user betting behavior to offer personalized strategies.

  • Tracks favorite teams, markets, and recurring betting patterns.

  • Recommends risk-adjusted bet sizes based on user bankroll & volatility.

Advanced Market Prediction & Execution

  • Combines liquidity data, price action, and probability scoring for optimal bets.

  • Identifies whale trades and institutional betting patterns.

  • Uses historical matchup trends, injury data, and external factors to refine predictions.