Next-Gen Prediction Market Engine
Pro level Prediction Market Intelligence for everyday traders
Prediction Market Intelligence
For everyday traders
Prediction Market
Intelligence For
Everyday Traders
AI Predictions
AI Powered Predictions
AI Powered Predictions
From ingesting live market data to generating high‑confidence signals at scale.
Event Feeds
On-Chain Tracking
Market Prices & Volume
Live Order Books
Real-Time Data
Instantly streams live order books and social sentiment from global markets, detecting micro-shifts in volatility.
Event Feeds
On-Chain Tracking
Market Prices & Volume
Live Order Books
Real-Time Data
Instantly streams live order books and social sentiment from global markets, detecting micro-shifts in volatility.
Event Feeds
On-Chain Tracking
Market Prices & Volume
Live Order Books
Real-Time Data
Instantly streams live order books and social sentiment from global markets, detecting micro-shifts in volatility.
The Neural Ensemble
Synthesizes six distinct neural networks, from momentum scoring to anomaly detection, into one single signal.
The Neural Ensemble
Synthesizes six distinct neural networks, from momentum scoring to anomaly detection, into one single signal.
The Neural Ensemble
Synthesizes six distinct neural networks, from momentum scoring to anomaly detection, into one single signal.
Scanning markets…
Scan or Analyze
Order Books
Market Prices
On Chain Flow
Outcome Calibrator
Converts model outputs into win probabilities and recalibrates.
Scanning markets…
Scan or Analyze
Order Books
Market Prices
On Chain Flow
Outcome Calibrator
Converts model outputs into win probabilities and recalibrates.
Scanning markets…
Scan or Analyze
Order Books
Market Prices
On Chain Flow
Outcome Calibrator
Converts model outputs into win probabilities and recalibrates.
Code
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def __init__(self, confidence_threshold): self.confidence_threshold = confidence_threshold self.current_mode = "idle" self.policy_weight = 0.50 # starts neutral def reinforce(self, outcome_reward): # simple reinforcement: reward pushes weight up; loss pushes it down learning_rate = 0.08 self.policy_weight = max(0.0, min(1.0, self.policy_weight + learning_rate * outcome_reward)) # self-evolve: adapt threshold based on performance self.confidence_threshold = max( 0.05, min(0.95, self.confidence_threshold - (0.02 * outcome_reward)) ) def evaluate_trade(self, model_confidence): if model_confidence >= self.confidence_threshold: self.current_mode = "engaged" return "Trade approved; policy activated." return "Trade skipped; waiting for higher confidence." def get_current_mode(self): return f"Current operational mode: {self.current_mode}" print(ai.evaluate_trade(conf))
print("policy_weight:", round(ai.policy_weight, 3))
print("confidence_threshold:", round(ai.confidence_threshold, 3))
print(ai.get_current_mode())
Reinforcement Learning
Prekog is an adaptive agent. It treats every resolved market as a lesson.
Code
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def __init__(self, confidence_threshold): self.confidence_threshold = confidence_threshold self.current_mode = "idle" self.policy_weight = 0.50 # starts neutral def reinforce(self, outcome_reward): # simple reinforcement: reward pushes weight up; loss pushes it down learning_rate = 0.08 self.policy_weight = max(0.0, min(1.0, self.policy_weight + learning_rate * outcome_reward)) # self-evolve: adapt threshold based on performance self.confidence_threshold = max( 0.05, min(0.95, self.confidence_threshold - (0.02 * outcome_reward)) ) def evaluate_trade(self, model_confidence): if model_confidence >= self.confidence_threshold: self.current_mode = "engaged" return "Trade approved; policy activated." return "Trade skipped; waiting for higher confidence." def get_current_mode(self): return f"Current operational mode: {self.current_mode}" print(ai.evaluate_trade(conf))
print("policy_weight:", round(ai.policy_weight, 3))
print("confidence_threshold:", round(ai.confidence_threshold, 3))
print(ai.get_current_mode())
Reinforcement Learning
Prekog is an adaptive agent. It treats every resolved market as a lesson.
Code
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def __init__(self, confidence_threshold): self.confidence_threshold = confidence_threshold self.current_mode = "idle" self.policy_weight = 0.50 # starts neutral def reinforce(self, outcome_reward): # simple reinforcement: reward pushes weight up; loss pushes it down learning_rate = 0.08 self.policy_weight = max(0.0, min(1.0, self.policy_weight + learning_rate * outcome_reward)) # self-evolve: adapt threshold based on performance self.confidence_threshold = max( 0.05, min(0.95, self.confidence_threshold - (0.02 * outcome_reward)) ) def evaluate_trade(self, model_confidence): if model_confidence >= self.confidence_threshold: self.current_mode = "engaged" return "Trade approved; policy activated." return "Trade skipped; waiting for higher confidence." def get_current_mode(self): return f"Current operational mode: {self.current_mode}" print(ai.evaluate_trade(conf))
print("policy_weight:", round(ai.policy_weight, 3))
print("confidence_threshold:", round(ai.confidence_threshold, 3))
print(ai.get_current_mode())
Reinforcement Learning
Prekog is an adaptive agent. It treats every resolved market as a lesson.
Production Infrastructure
We operate a cloud native, auto scaling architecture.
Production Infrastructure
We operate a cloud native, auto scaling architecture.
Production Infrastructure
We operate a cloud native, auto scaling architecture.
PREDICTION MARKETS
Markets We Predict
Turning sports, politics, and crypto into winning predictions.
Sports Markets
Real-time win probabilities and live odds analysis for NFL, NBA, and UFC.
Sports Markets
Real-time win probabilities and live odds analysis for NFL, NBA, and UFC.
Sports Markets
Real-time win probabilities and live odds analysis for NFL, NBA, and UFC.
Politics & Elections
Forecasting election outcomes and policy shifts.
Politics & Elections
Forecasting election outcomes and policy shifts.
Politics & Elections
Forecasting election outcomes and policy shifts.
Crypto Markets
On-chain signals and sentiment tracking for BTC, ETH, and more.
Crypto Markets
On-chain signals and sentiment tracking for BTC, ETH, and more.
Crypto Markets
On-chain signals and sentiment tracking for BTC, ETH, and more.
Financial Markets
Multi-factor analysis for indices, commodities, forex, and global rates.
Financial Markets
Multi-factor analysis for indices, commodities, forex, and global rates.
Financial Markets
Multi-factor analysis for indices, commodities, forex, and global rates.
Global Events
Analyze geopolitical risks, conflict zones, and treaty outcomes.
Global Events
Analyze geopolitical risks, conflict zones, and treaty outcomes.
Global Events
Analyze geopolitical risks, conflict zones, and treaty outcomes.
Culture & Trends
Quantifying viral moments, box office hits, and award show probabilities.
Culture & Trends
Quantifying viral moments, box office hits, and award show probabilities.
Culture & Trends
Quantifying viral moments, box office hits, and award show probabilities.
PROCESS
Our Compounding System
Our Compounding System
Compound consecutive AI wins to turn 10 trades into 1000x your capital.
STEP 1
STEP 2
STEP 3
01
Pick how much to risk
Decide how much capital you want to put into a single run, like 100 or 1,000 USDC. That fixed amount is the only capital at risk for that entire sequence.
STEP 1
STEP 2
STEP 3
01
Pick how much to risk
Decide how much capital you want to put into a single run, like 100 or 1,000 USDC. That fixed amount is the only capital at risk for that entire sequence.
STEP 1
STEP 2
STEP 3
01
Pick how much to risk
Decide how much capital you want to put into a single run, like 100 or 1,000 USDC. That fixed amount is the only capital at risk for that entire sequence.
GET ACCESS
Token Gated Access
Token Gated Access
Hold $PREKOG to verify your tier and unlock your predictions instantly.
Hold $PREKOG to verify your tier and unlock your predictions instantly.
Basic Access
5M
$PREKOG Staked
$100k Compounding Goal
Pro Grade AI Signals
Community Group Chat
Performance Record
Real time alert, you place your own trades.
VIP Access
10M
$PREKOG Staked
$1M Ladder Done For You
Fund The Ladder
Your share is proportional to your contribution
Vote to continue or exit after each 2×
Claim 100% profits automatically
Basic Access
5M
$PREKOG Staked
$100k Compounding Goal
Pro Grade AI Signals
Community Group Chat
Performance Record
Real time alert, you place your own trades.
VIP Access
10M
$PREKOG Staked
$1M Ladder Done For You
Fund The Ladder
Your share is proportional to your contribution
Vote to continue or exit after each 2×
Claim 100% profits automatically
WHY PREKOG?
Why Choose Us
Why Choose Us
See how we compare against others!
See how we compare against others!
PREKOG
First prediction market AI that routes value back to holders
Scans Polymarket and beyond 24/7; not tied to one venue
Real time order book intelligence
Hands off mode, not just alerts
Multi market coverage
Others
Signal channels only; no execution
Single market focus
No holder value loop; subscribers pay
No real AI
No integrated compounding system
MEET THE TEAM
Get to Know Us
Get to Know Us
Everything you need to know about your founding team.
KYC verified by
KYC verified by
2026 Roadmap
Live Now
AI predictions live
Real-time neural network predictions.
Revenue share active
Exactly proportional to your contribution.
Buyback engine
Wins automatically buyback & burn.
Telegram access
Exclusive VIP chat for VIP members.
Token launching
Wed Jan 28 @ 2PM UTC
Phase 1 · Q2 2026
Fully automated bots
Hands free trading executed through a TG bot.
Affiliate network
Rewarding community growth with referrals
Mobile apps
iOS and Android applications for paid access.
DAO launch
Decentralized decision making.
Partnership network
Strategic alliances with major prediction markets.
Phase 2 · Q3–Q4 2026
AI chat assistant
Conversational interface for deep data queries.
Cross‑platform
Seamless across web, mobile, & desktop platforms.
Referral 2.0
Enhanced reward structure for affiliates.
Global expansion
Support and markets for international regions.
CEX listings
Expanding reach to centralized exchanges.
Get in touch
Ready to Trade Smarter? Let’s run the Ladder
Get AI signals or go fully hands off.
support@prekogai.com
Get in touch
Ready to Trade Smarter? Let’s run the Ladder
Get AI signals or go fully hands off.
support@prekogai.com
Get in touch
Ready to Trade Smarter? Let’s run the Ladder
Get AI signals or go fully hands off.
support@prekogai.com
2026 Roadmap
Live Now
AI predictions live
Real-time neural network forecasts for all major sports.
Revenue share active
Stakers earn direct yield from platform fees weekly.
Buyback engine
Protocol automatically repurchases tokens from open market.
Telegram access
Exclusive VIP channels for verified token holders.
Uniswap liquidity
Deep liquidity pools for seamless trading.
Phase 1 · Q1 2026
Major CEX listings
Expanding reach to tier-1 centralized exchanges.
Affiliate network
Rewarding community growth with robust referral systems.
Mobile apps
Native iOS and Android applications for on-the-go access.
DAO launch
Decentralized governance for community-led decision making.
Partnership network
Strategic alliances with major sports data providers.
Phase 2 · Q2–Q4 2026
Fully automated bots
Hands-free trading execution based on AI signals.
AI chat assistant
Conversational interface for deep data queries.
Cross‑platform
Seamless experience across web, mobile, and desktop.
Referral 2.0
Enhanced multi-tier reward structure for power users.
Global expansion
Localized support and markets for international regions.