# Overview

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The Prediction Market Copilot is NOYA’s **intelligence and analysis layer for prediction markets**.

It is designed to go beyond surface-level probabilities by combining market data, wallet behavior, historical performance, and portfolio-level analytics. The Copilot treats prediction markets as probabilistic instruments that can be analyzed, compared, and sized using professional trading and research frameworks.

The objective is not blind automation, but **edge discovery, context, and disciplined decision-making**.

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#### Market Intelligence

For each prediction market, NOYA provides structured intelligence, including:

* Market-implied probabilities and odds movements
* Liquidity depth, volume, and participation metrics
* Historical resolution data and base-rate comparisons
* Event timelines, resolution criteria, and dependencies
* News, announcements, and contextual signals relevant to the outcome

Markets are categorized and tagged by topic, time horizon, and resolution risk to allow structured exploration.

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#### Expected Value and Scenario Analysis

The Copilot evaluates markets using **expected value and scenario-based analysis**.

This may include:

* Edge estimation versus market-implied probabilities
* Base, optimistic, and pessimistic outcome paths
* Sensitivity to time-to-resolution and liquidity conditions
* Identification of asymmetric payoff structures

This framing helps users distinguish between fairly priced markets and those offering potential statistical or informational advantages.

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#### Top Holders and Smart Wallets

NOYA surfaces **top holders and active participants** within each prediction market.

Users can:

* View top holders by position size or conviction
* Identify historically profitable or consistent wallets
* Filter activity by trader tier, category, or specialization
* Distinguish between retail activity and concentrated positioning

Wallets may be labeled based on historical performance, specialization, and behavioral patterns, helping users contextualize market positioning.

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#### Activity and Flow Analysis

The Copilot tracks **live and recent market activity**, including:

* Large position entries and exits
* Rapid probability shifts
* Clusters of coordinated activity
* Changes in participation from high-performing wallets

Activity analysis helps users understand *who* is acting, *when*, and *under what conditions*.

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#### Wallet and Portfolio Analysis

NOYA provides wallet-level analytics for prediction market participants.

For any wallet, users can access:

* Portfolio composition and open positions
* Realized and unrealized performance
* Win rate, profit factor, and risk metrics
* Market diversity and historical behavior

This allows users to evaluate track records rather than relying on isolated trades.

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#### Wallet Discovery

The Copilot includes tools to **discover and explore high-performing wallets**.

Users can:

* Browse traders by tier, category, or specialization
* Filter by performance metrics and consistency
* Identify wallets aligned with specific market themes

This supports learning, benchmarking, and signal validation.

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#### Delivery Through the AI Agent

All prediction market intelligence is accessible through the NOYA AI Agent.

Users can:

* Ask questions about specific markets or candidates
* Compare multiple markets or outcomes
* Investigate wallet behavior and conviction
* Monitor evolving positions and probabilities

The agent maintains contextual memory across markets, wallets, and time, allowing users to follow narratives and strategies rather than isolated events.
