Players buy YES/NO shares on real-world events peer-to-peer through an internal Central Limit Order Book. External feeds like Polymarket and Kalshi are demoted to backstop. A full suite of autonomous AI agents drives market analysis, fraud detection, settlement, and natural-language trading.
Most prediction-market platforms forward your order to Polymarket or Kalshi and mark it up. WePredict matches your YES against another player's NO directly — and only falls back to external venues when no internal counterparty exists.
Central Limit Order Book matches YES buyers against NO buyers peer-to-peer. WePredict is the marketplace, never the counterparty.
An AI market-maker agent seeds depth on new markets with spread-neutral quotes around AI fair value. Designed to net to zero exposure.
Every share pair totals $1.00. Winners get $1.00 per share. WePredict earns only 2% of fill volume — never a directional position.
Market analyst, news, sentiment, fraud, order routing, settlement verification, recommendations, trading bots, and chat — all event-driven.
"Put $100 on Brazil winning the World Cup" or "Close half my Fed rate cut position". The trading assistant executes through the same fill engine.
Embed WePredict as a prediction-market vertical into PAM or any operator platform via SSO + webhooks. Same pattern as casino/sportsbook providers.
Every order is processed through three layers in strict priority order. The goal: keep at least 60% of fills inside the internal book, where players get the best execution and WePredict takes no directional risk.
User A's YES order matches User B's resting NO order at a compatible price. Both wallets debited at placement, positions credited on fill. WePredict is not a counterparty — it is the marketplace that facilitated the match. WePredict collects 2% of fill volume, holds no position.
When no resting counterparty exists, the MM places spread-neutral bid/ask around MarketAnalystAgent fair value
from a dedicated wallet. As organic flow arrives, the MM buys both sides and nets exposure to zero — it
earns the spread, not directional P&L. Zero LLM calls — pure arithmetic.
Last resort: large order or completely new market with no MM depth. Routes to the best external feed (Polymarket, Kalshi). WePredict's pool wallet executes on the external venue and holds the position on the player's behalf. External feed fees are absorbed by the platform — the player always pays exactly 2%.
Market analysis, order routing, fraud detection, settlement verification, and natural-language trading are delivered by an event-driven agent suite. Providers are runtime-switchable: Gemini (default), Claude, OpenAI, Azure OpenAI, or local Ollama for private deployments.
Every LLM call costs money and burns quota. Agents react to domain events rather than polling on timers. Each call is guarded by an early-exit check — skip the LLM when there is nothing actionable. Quota errors are never retried. Every invocation is logged with token counts.
Any operator platform (PAM or otherwise) can integrate WePredict as a prediction market provider — same pattern PAM uses for casino and sportsbook providers. One API key, SSO launch, wallet sync, webhooks back on every significant event.
transactionIdPOST /integration/sso
X-Api-Key: {operatorKey}
{
"externalUserId": "pam-player-12345",
"displayName": "JohnD",
"currency": "USD",
"returnUrl": "https://operator.com/lobby"
}
// Response 200
{
"sessionUrl": "https://wepredict.ai/launch?token=abc",
"expiresIn": 300
}{
"event": "TradeSettled",
"externalUserId": "pam-player-12345",
"data": {
"marketTitle": "Will BTC exceed $120K?",
"side": "YES",
"payout": 200.00,
"outcome": "WON"
}
}Mainstream players never see crypto. Crypto-native players connect MetaMask. Both wallets share the same trading terminal and portfolio view, and a player can have both active at once.
MoonPay / Transak widget converts card to USDC; player sees a USD balance and withdraws via bank wire. Polymarket runs on Polygon and Augur on Ethereum — WePredict runs server-side pool wallets so the blockchain is fully hidden.
Connect MetaMask, deposit USDC, hold on-chain positions. Sign-In-With-Ethereum issues the same
_wp.auth cookie as cookie auth — the rest of the platform doesn't know the difference.
WePredict shares the same enterprise platform as PAM — so operators get familiar deployment, auditability, and real-time architecture. The new pieces are the internal exchange and the autonomous AI agent suite.
Modern .NET runtime, SQL Server, and the same toolchain as PAM. Deploys on-prem or cloud.
Live prices, depth, portfolio P&L, and AI alerts push to the player instantly — no polling, no stale UI.
Gemini, Claude, OpenAI, Azure OpenAI, or local Ollama — swap providers without touching code.
USDC on Polygon for crypto-native players. Pool wallets keep blockchain hidden from mainstream users.
Cookie auth for players, API keys for operator integrations, wallet signature for Web3 — all in one platform.
Every event recorded. Every settlement traced. Every AI agent invocation logged with token counts.
Whether you're an operator looking to add a prediction-market vertical, or evaluating the platform as a standalone product, we'll walk you through the architecture and current state.