Sportsbook

OperationsPhase 2

Lead: Sportsbook Orchestrator Agent

16 agents15 planned

Linear: HB-SPOR

34 permissions (3 write)Prompt Chaining+ Parallelization

Architecture Pattern

Sports data flows through a strict chain: feed ingestion → odds compilation → risk assessment → market publication. Live data agents run in parallel across sports.

Evaluation

4 metrics defined

Error Handling

3 scenarios covered

Self-Improvement

3 human checkpoints

Phase 2: Core Operations

Core Operations — long-term strategic build. Phase 2 because the initial sportsbook runs on Betby while these agents are developed in parallel. Full cutover is the goal, but it requires the odds engine, feed integration, and settlement to be battle-tested first.

Tools

Back Office APIHexSlackOddsMatrixSportradarBetRadarLSportsLinear

Goals

Build full-stack in-house sportsbookReplace Betby entirelyRouter/aggregator model (Mollybet-style)Real-time odds compilation24/7 automated tradingDetect and limit arberseSports market managementIn-play sub-second trading

Agent Sizing Rationale

15 agents across 5 sub-sections. 3-agent voting panels for odds decisions and limit-setting (high-stakes, errors cost real money). Dedicated specialists for feed ingestion, market making, settlement, live trading, and the router/aggregator layer. This is the largest operations department because it replaces an entire third-party provider (Betby).

Odds Engine (3-agent voting panel)

AgentDescriptionComplexityRolesStatusActions

Odds Compilation AgentThe core pricing engine. Ingests probability models, historical data, team/player stats, and market consensus to generate opening odds. Continuously recalibrates as new information arrives. Applies margin based on market confidence and liquidity.complex

generator

Market Making AgentShapes the book after odds go live. Moves lines in response to betting pressure and external signals. Manages how aggressively prices change — a small bet from a sharp source carries more weight than a large recreational bet. Ensures balanced exposure across outcomes.medium

generator

Liability Management AgentTracks real-time exposure per event, market, sport, and cross-market correlations. Triggers limit adjustments and hedging when thresholds are breached. Manages worst-case exposure scenarios for parlays and same-game multis.medium

monitorexecutor

Data Feed & Router Layer (3 specialists)

AgentDescriptionComplexityRolesStatusActions

Feed Ingestion AgentConnects to multiple data providers (Sportradar, BetRadar, LSports). Normalises feeds into a standard format, reconciles conflicts between sources, and detects delays or anomalies before they affect pricing. Handles pre-match stats, lineups, injuries, and weather.medium

monitor

Live Data AgentManages real-time in-play data feeds — possession, expected goals, shots, fouls, substitutions. Ensures sub-second latency for live odds updates. Detects feed outages and switches to backup providers automatically.medium

monitorexecutor

Odds Router AgentThe Mollybet-style aggregator brain. Compares odds across multiple external books and internal pricing. Routes bets to the best available source when acting as aggregator. Identifies arbitrage opportunities for the house. Manages liquidity across sources.medium

executorrouter

Trading Operations (3 specialists)

AgentDescriptionComplexityRolesStatusActions

Live Trading AgentHandles in-play markets with sub-second decision making. Manages cash-out pricing, live market suspension during key events (goals, red cards, injuries), and automatic odds adjustment based on game state changes.medium

executor

Limit Setting AgentSets and adjusts per-player betting limits based on player profiles, win rates, and betting patterns. Identifies sharps vs recreational. Implements tiered limits — higher for recreational, lower for sharps. Uses 3-agent voting for limit decisions.medium

generator

eSports Trading AgentSpecialises in eSports markets (CS2, Dota 2, LoL, Valorant). Manages unique dynamics like map vetos, roster changes, patch impacts, and tournament formats. Handles eSports-specific data feeds.medium

executor

Markets & Settlement (3 specialists)

AgentDescriptionComplexityRolesStatusActions

Event & Market Creation AgentCreates events, defines available markets (moneyline, spreads, totals, props, futures), and manages sport-specific rules. Automates market creation for 30+ sports. Handles special markets like politics, entertainment, and custom events.medium

executorgenerator

Result Settlement AgentSettles bets based on verified results from multiple sources. Handles dead heats, void rules, walkovers, abandoned matches, and disputes. Manages partial settlement for multi-leg bets. Processes cash-out settlements in real-time.complex

executor

Sports Arber Detection AgentIdentifies arbitrage bettors by analysing bet timing, stake patterns, and cross-book line comparison. Currently the highest fraud category at Housebets. Feeds signals to the Limit Setting Agent for automatic restriction.medium

executoranalystguardian

Orchestration & Strategy

AgentDescriptionComplexityRolesStatusActions

Sportsbook Orchestrator AgentCoordinates all sportsbook agents. Produces daily P&L reports, margin analysis by sport/market, and escalates anomalies. Manages the transition from Betby to in-house. Owns the overall trading strategy and Slack alerts.complex

orchestratormonitoranalyst

Sportsbook Promotions AgentDesigns and manages sports-specific promotions (acca boosts, free bets, cashout offers, enhanced odds). Works with Rewards department for bonus mechanics and CRM for delivery.medium

executorgenerator

Betby Migration AgentTemporary agent that manages the parallel-run period. Compares in-house odds vs Betby odds, tracks accuracy, monitors settlement discrepancies, and reports readiness metrics for full cutover. Self-decommissions when migration is complete.medium

monitoranalyst

Agents Used From Other Departments

These agents from other departments feed data into or are called by this department's agents.

Risk & FraudExternal

SEON Scoring AgentGreco Gameplay AgentFraud Pattern Agent

Fraud signals feed into limit-setting, arber detection, and suspicious activity flags.

Player Intelligence & DataExternal

Segmentation AgentLTV Prediction Agent

Player value data informs how aggressively to limit or retain sharp bettors, and drives personalized odds boosts.

Compliance & LegalExternal

Regulatory Agent

Compliance determines which markets, bet types, and jurisdictions are permitted.

Wallet & PaymentsExternal

Withdrawal Processing Agent

Payout processing for settled winning bets.

Rewards & VIPExternal

Bonus Design Agent

Sports-specific promotions (acca boosts, free bets) are designed by Rewards and delivered through the sportsbook.

Finance & TreasuryExternal

Revenue Accounting AgentTreasury Management Agent

Sportsbook settlement, liability management, and revenue from sports betting feed into financial reporting. Large event payouts require treasury coordination.