API Business Integration Guide

// League onboarding workflow
interface LeagueOnboardingFlow {
  // Step 1: Initial data collection
  collectQuestionnaire(): Promise<LeagueProfile>;
 
  // Step 2: AI-powered analysis
  analyzePartnershipPotential(): Promise<PartnershipScore>;
 
  // Step 3: Automated contract generation
  generateContractOptions(): Promise<ContractFlavors>;
 
  // Step 4: Real-time integration setup
  configureDataFeeds(): Promise<IntegrationStatus>;
 
  // Step 5: Revenue optimization
  optimizePricingModel(): Promise<RevenueProjection>;
}

// Automated league onboarding
const onboardingFlow = {
  async onboardLeague(pdfQuestionnaire: File): Promise<OnboardingResult> {
    // 1. Upload questionnaire and extract data
    const upload = await api.pipeline.process({
      pdf_path: await uploadToStorage(pdfQuestionnaire),
      league_name: "Premier League",
      config: {
        research_budget: 5.00,
        contract_flavors: ['conservative', 'balanced', 'aggressive', 'premium']
      }
    });
 
    // 2. Monitor processing status
    const status = await api.pipeline.status(upload.pipeline_id);
 
    // 3. Retrieve results when complete
    if (status.status === 'success') {
      const results = await api.pipeline.results(upload.pipeline_id);
      return {
        partnership_score: results.partnership_score,
        recommended_tier: results.recommended_tier,
        contracts: results.contracts,
        jira_card: results.jira_card,
        google_drive_folder: results.google_drive_folder
      };
    }
  }
};

// Live betting integration
interface LiveBettingIntegration {
  // Real-time game data streaming
  streamLiveData(gameId: string): Observable<GameEvent>;
 
  // Automated odds adjustments
  adjustOdds(event: GameEvent): Promise<OddsUpdate>;
 
  // Market suspension/resumption
  manageMarketStatus(status: MarketStatus): Promise<void>;
 
  // Revenue tracking
  trackBettingRevenue(): Promise<RevenueMetrics>;
}

// Live betting orchestration
class LiveBettingOrchestrator {
  private eventStream: EventSource;
  private oddsEngine: OddsCalculationEngine;
 
  async initializeLiveBetting(gameId: string) {
    // 1. Establish real-time data connection
    this.eventStream = new EventSource(`/api/v1/games/${gameId}/live`);
 
    this.eventStream.onmessage = async (event) => {
      const gameEvent = JSON.parse(event.data);
 
      // 2. Calculate odds adjustments
      const oddsUpdate = await this.oddsEngine.calculateAdjustment(gameEvent);
 
      // 3. Update betting markets
      await api.betting.markets.updateOdds({
        market_id: gameEvent.market_id,
        odds: oddsUpdate.newOdds,
        reason: gameEvent.description
      });
 
      // 4. Log for revenue attribution
      await api.analytics.logBettingEvent({
        game_id: gameId,
        event_type: gameEvent.type,
        odds_change: oddsUpdate.change,
        timestamp: new Date()
      });
    };
  }
 
  async handleGameEnd(gameId: string, finalScore: Score) {
    // Suspend all markets
    await api.betting.markets.suspend(gameId);
 
    // Settle outstanding bets
    const settlements = await api.betting.settlements.calculate({
      game_id: gameId,
      final_score: finalScore
    });
 
    // Process payouts
    await api.betting.payments.processSettlements(settlements);
  }
}

// Revenue attribution system
interface RevenueAttribution {
  // Track betting revenue by league/game
  attributeRevenue(betData: BetData): Promise<AttributionResult>;
 
  // Calculate partnership payouts
  calculatePayouts(period: DateRange): Promise<PayoutSchedule>;
 
  // Generate performance reports
  generateReports(partnerId: string): Promise<PerformanceReport>;
 
  // Optimize revenue sharing models
  optimizeSharingModel(metrics: PerformanceMetrics): Promise<OptimizationResult>;
}

// Revenue attribution engine
class RevenueAttributionEngine {
  async processDailyRevenue(date: Date) {
    // 1. Collect all betting data for the day
    const dailyBets = await api.betting.transactions.list({
      date: date,
      status: 'settled'
    });
 
    // 2. Attribute revenue by league/game
    const attributions = await Promise.all(
      dailyBets.map(bet => this.attributeBetRevenue(bet))
    );
 
    // 3. Aggregate by partnership
    const partnershipRevenue = this.aggregateByPartnership(attributions);
 
    // 4. Calculate payouts based on contract terms
    const payouts = await Promise.all(
      partnershipRevenue.map(async (revenue) => {
        const contract = await api.contracts.get(revenue.partner_id);
        return this.calculatePayout(revenue, contract);
      })
    );
 
    // 5. Generate reports
    await this.generateRevenueReports(partnershipRevenue, payouts, date);
  }
 
  private async attributeBetRevenue(bet: BetData): Promise<AttributionResult> {
    // Identify the league and game
    const gameInfo = await api.games.get(bet.game_id);
    const leagueInfo = await api.leagues.get(gameInfo.league_id);
 
    // Calculate revenue share based on contract
    const contract = await api.contracts.get(leagueInfo.contract_id);
    const revenueShare = contract.revenue_share_percentage / 100;
 
    return {
      partner_id: leagueInfo.id,
      game_id: bet.game_id,
      gross_revenue: bet.amount,
      partner_share: bet.amount * revenueShare,
      attribution_confidence: 0.95
    };
  }
}

class LeagueAcquisitionWorkflow {
  async acquireNewLeague(questionnaireData: LeagueQuestionnaire) {
    // Step 1: Initial processing
    const processing = await api.pipeline.process(questionnaireData);
    const pipelineId = processing.pipeline_id;
 
    // Step 2: Monitor completion
    await this.monitorPipeline(pipelineId);
 
    // Step 3: Retrieve results
    const results = await api.pipeline.results(pipelineId);
 
    // Step 4: Create partnership proposal
    const proposal = await this.createProposal(results);
 
    // Step 5: Send to league for review
    await api.communications.sendProposal(proposal);
 
    // Step 6: Track conversion
    await api.analytics.trackConversion({
      league_id: results.league_id,
      proposal_value: proposal.total_value,
      conversion_probability: results.partnership_score
    });
  }
 
  private async monitorPipeline(pipelineId: string) {
    return new Promise((resolve) => {
      const checkStatus = async () => {
        const status = await api.pipeline.status(pipelineId);
        if (status.status === 'completed') {
          resolve(status);
        } else {
          setTimeout(checkStatus, 5000); // Check every 5 seconds
        }
      };
      checkStatus();
    });
  }
}

class DynamicPricingEngine {
  async optimizeLeaguePricing(leagueId: string) {
    // 1. Analyze current performance
    const performance = await api.analytics.leaguePerformance(leagueId);
 
    // 2. Assess market conditions
    const marketData = await api.intelligence.marketAnalysis(leagueId);
 
    // 3. Calculate optimal pricing
    const optimalPricing = await this.calculateOptimalPricing(
      performance,
      marketData
    );
 
    // 4. Generate pricing recommendations
    const recommendations = await this.generatePricingRecommendations(
      optimalPricing
    );
 
    // 5. Update contract terms if approved
    if (await this.getApproval(recommendations)) {
      await api.contracts.updatePricing(leagueId, optimalPricing);
    }
 
    return recommendations;
  }
 
  private async calculateOptimalPricing(
    performance: PerformanceMetrics,
    marketData: MarketData
  ) {
    // Revenue elasticity analysis
    const elasticity = await api.analytics.calculateElasticity(performance);
 
    // Market demand modeling
    const demandCurve = await api.intelligence.demandModeling(marketData);
 
    // Competitive positioning
    const competitivePosition = await api.intelligence.competitiveAnalysis(
      marketData
    );
 
    // Optimal price calculation
    return {
      recommended_price: this.optimizePrice(
        elasticity,
        demandCurve,
        competitivePosition
      ),
      expected_revenue_increase: this.projectRevenueIncrease(
        performance.current_revenue,
        elasticity
      ),
      confidence_level: this.calculateConfidence(
        performance.data_quality,
        marketData.completeness
      )
    };
  }
}

class RiskManagementWorkflow {
  async assessPartnershipRisk(leagueId: string, partnerId: string) {
    // 1. Multi-dimensional risk assessment
    const risks = await Promise.all([
      this.assessOperationalRisk(leagueId),
      this.assessMarketRisk(leagueId),
      this.assessRegulatoryRisk(leagueId, partnerId),
      this.assessFinancialRisk(leagueId)
    ]);
 
    // 2. Risk aggregation and scoring
    const aggregatedRisk = this.aggregateRisks(risks);
 
    // 3. Mitigation strategy generation
    const mitigationStrategies = await this.generateMitigationStrategies(
      aggregatedRisk
    );
 
    // 4. Contract adjustments
    const contractAdjustments = await this.calculateContractAdjustments(
      aggregatedRisk,
      mitigationStrategies
    );
 
    // 5. Continuous monitoring setup
    await this.setupRiskMonitoring(leagueId, aggregatedRisk);
 
    return {
      risk_score: aggregatedRisk.overall_score,
      risk_level: this.classifyRiskLevel(aggregatedRisk.overall_score),
      mitigation_strategies: mitigationStrategies,
      contract_adjustments: contractAdjustments,
      monitoring_plan: aggregatedRisk.monitoring_requirements
    };
  }
 
  private async assessRegulatoryRisk(leagueId: string, partnerId: string) {
    // Check gambling license compliance
    const leagueCompliance = await api.compliance.checkLicensing(leagueId);
 
    // Verify betting operator credentials
    const partnerCompliance = await api.compliance.verifyOperator(partnerId);
 
    // Assess jurisdictional compliance
    const jurisdictionalRisk = await api.compliance.assessJurisdiction(
      leagueId,
      partnerId
    );
 
    return {
      licensing_compliance: leagueCompliance.score,
      operator_verification: partnerCompliance.score,
      jurisdictional_risk: jurisdictionalRisk.score,
      overall_regulatory_risk: this.weightedAverage([
        { score: leagueCompliance.score, weight: 0.4 },
        { score: partnerCompliance.score, weight: 0.4 },
        { score: jurisdictionalRisk.score, weight: 0.2 }
      ])
    };
  }
}

class ExecutiveDashboard {
  async loadDashboardData(dateRange: DateRange) {
    // Parallel data loading for performance
    const [
      revenueData,
      partnershipMetrics,
      marketPerformance,
      riskIndicators
    ] = await Promise.all([
      api.analytics.revenue(dateRange),
      api.partnerships.metrics(dateRange),
      api.markets.performance(dateRange),
      api.risk.indicators(dateRange)
    ]);
 
    return {
      kpis: this.calculateKPIs(revenueData, partnershipMetrics),
      trends: this.analyzeTrends(revenueData),
      alerts: this.generateAlerts(riskIndicators),
      recommendations: await this.generateRecommendations(
        marketPerformance,
        partnershipMetrics
      )
    };
  }
 
  private calculateKPIs(revenue: RevenueData, partnerships: PartnershipMetrics) {
    return {
      total_revenue: revenue.total,
      revenue_growth: this.calculateGrowth(revenue),
      active_partnerships: partnerships.active_count,
      average_deal_size: partnerships.average_value,
      risk_score: partnerships.average_risk_score,
      market_penetration: partnerships.market_coverage
    };
  }
}

class AutomatedReportingSystem {
  async generateMonthlyReport(month: Date) {
    // 1. Collect all relevant data
    const reportData = await this.collectReportData(month);
 
    // 2. Generate insights using AI
    const insights = await api.intelligence.generateInsights({
      data: reportData,
      context: 'monthly_business_report',
      focus_areas: ['revenue', 'partnerships', 'risk', 'growth']
    });
 
    // 3. Create visualizations
    const charts = await this.generateCharts(reportData);
 
    // 4. Format executive summary
    const executiveSummary = await api.intelligence.summarize({
      content: reportData,
      style: 'executive',
      key_points: 5
    });
 
    // 5. Generate recommendations
    const recommendations = await api.intelligence.recommend({
      context: reportData,
      goals: ['revenue_optimization', 'risk_mitigation', 'growth_acceleration']
    });
 
    return {
      executive_summary: executiveSummary,
      key_insights: insights,
      visualizations: charts,
      detailed_metrics: reportData,
      recommendations: recommendations,
      generated_at: new Date()
    };
  }
}

class ResilientIntegration {
  async executeWithRetry<T>(
    operation: () => Promise<T>,
    maxRetries: number = 3
  ): Promise<T> {
    for (let attempt = 1; attempt <= maxRetries; attempt++) {
      try {
        return await operation();
      } catch (error) {
        if (attempt === maxRetries) {
          await this.handleFinalFailure(error);
          throw error;
        }
 
        await this.handleRetryAttempt(error, attempt);
        await this.delay(this.calculateBackoff(attempt));
      }
    }
  }
 
  private async handleRetryAttempt(error: any, attempt: number) {
    await api.monitoring.logRetry({
      error: error.message,
      attempt: attempt,
      timestamp: new Date(),
      severity: 'warning'
    });
  }
 
  private async handleFinalFailure(error: any) {
    await api.monitoring.logFailure({
      error: error.message,
      timestamp: new Date(),
      severity: 'error',
      requires_attention: true
    });
 
    // Trigger escalation if critical
    if (this.isCriticalError(error)) {
      await api.notifications.escalate({
        type: 'integration_failure',
        details: error,
        priority: 'high'
      });
    }
  }
}

class PerformanceOptimizedIntegration {
  private cache = new Map<string, CachedData>();
 
  async getLeagueData(leagueId: string): Promise<LeagueData> {
    // Check cache first
    const cacheKey = `league_${leagueId}`;
    const cached = this.cache.get(cacheKey);
 
    if (cached && this.isCacheValid(cached)) {
      return cached.data;
    }
 
    // Fetch with timeout and circuit breaker
    const data = await this.fetchWithCircuitBreaker(
      () => api.leagues.get(leagueId)
    );
 
    // Cache the result
    this.cache.set(cacheKey, {
      data,
      timestamp: Date.now(),
      ttl: 300000 // 5 minutes
    });
 
    return data;
  }
 
  private async fetchWithCircuitBreaker<T>(
    operation: () => Promise<T>
  ): Promise<T> {
    // Implementation of circuit breaker pattern
    // Prevents cascade failures when API is down
    const circuitState = await this.checkCircuitState();
 
    if (circuitState === 'open') {
      throw new Error('Circuit breaker is open');
    }
 
    try {
      const result = await operation();
      await this.recordSuccess();
      return result;
    } catch (error) {
      await this.recordFailure();
      throw error;
    }
  }
}

class PortfolioManagementSystem {
  async optimizePortfolio() {
    // 1. Analyze current portfolio performance
    const portfolioMetrics = await this.analyzePortfolioPerformance();
 
    // 2. Identify optimization opportunities
    const opportunities = await this.identifyOptimizationOpportunities(
      portfolioMetrics
    );
 
    // 3. Generate rebalancing recommendations
    const recommendations = await this.generateRebalancingRecommendations(
      opportunities
    );
 
    // 4. Execute optimizations
    await this.executePortfolioOptimizations(recommendations);
 
    // 5. Monitor results
    await this.setupPerformanceMonitoring(recommendations);
 
    return {
      optimizations_applied: recommendations.length,
      expected_impact: this.calculateExpectedImpact(recommendations),
      monitoring_setup: true
    };
  }
 
  private async analyzePortfolioPerformance() {
    const leagues = await api.leagues.list({ status: 'active' });
 
    const performanceData = await Promise.all(
      leagues.map(async (league) => ({
        league_id: league.id,
        revenue: await api.analytics.leagueRevenue(league.id),
        risk_score: await api.risk.assessLeague(league.id),
        market_performance: await api.markets.leaguePerformance(league.id),
        operational_health: await api.monitoring.leagueHealth(league.id)
      }))
    );
 
    return {
      total_revenue: performanceData.reduce((sum, p) => sum + p.revenue.total, 0),
      average_risk_score: performanceData.reduce((sum, p) => sum + p.risk_score, 0) / performanceData.length,
      top_performers: performanceData.sort((a, b) => b.revenue.total - a.revenue.total).slice(0, 5),
      underperformers: performanceData.filter(p => p.revenue.growth < 0),
      diversification_score: this.calculateDiversificationScore(performanceData)
    };
  }
}

class PartnershipRenewalSystem {
  async processRenewals() {
    // 1. Identify contracts expiring soon
    const expiringContracts = await api.contracts.listExpiring({
      days_until_expiry: 90
    });
 
    // 2. Analyze renewal potential
    const renewalAnalysis = await Promise.all(
      expiringContracts.map(contract =>
        this.analyzeRenewalPotential(contract)
      )
    );
 
    // 3. Generate renewal proposals
    const renewalProposals = await Promise.all(
      renewalAnalysis
        .filter(analysis => analysis.should_renew)
        .map(analysis => this.generateRenewalProposal(analysis))
    );
 
    // 4. Execute renewal campaigns
    await this.executeRenewalCampaigns(renewalProposals);
 
    // 5. Track renewal success
    await this.setupRenewalTracking(renewalProposals);
 
    return {
      contracts_identified: expiringContracts.length,
      renewal_candidates: renewalAnalysis.filter(a => a.should_renew).length,
      proposals_generated: renewalProposals.length,
      expected_value: renewalProposals.reduce((sum, p) => sum + p.projected_value, 0)
    };
  }
 
  private async analyzeRenewalPotential(contract: Contract) {
    // Performance analysis
    const performance = await api.analytics.contractPerformance(contract.id);
 
    // Market conditions
    const marketConditions = await api.intelligence.marketConditions(contract.league_id);
 
    // Risk assessment
    const riskProfile = await api.risk.contractRisk(contract.id);
 
    // Competitive analysis
    const competitiveOffers = await api.intelligence.competitiveAnalysis(contract.league_id);
 
    return {
      contract_id: contract.id,
      should_renew: this.evaluateRenewalDecision(
        performance,
        marketConditions,
        riskProfile,
        competitiveOffers
      ),
      renewal_probability: this.calculateRenewalProbability(
        performance,
        marketConditions,
        riskProfile
      ),
      recommended_terms: this.generateRenewalTerms(
        performance,
        marketConditions
      )
    };
  }
}

interface IntegrationHealthMetrics {
  // System Health
  api_response_time: number;        // Target: <500ms
  error_rate: number;              // Target: <0.1%
  data_freshness: number;          // Target: <30 seconds
 
  // Business Health
  revenue_accuracy: number;        // Target: >99.5%
  partnership_uptime: number;      // Target: >99.9%
  customer_satisfaction: number;   // Target: >4.5/5
 
  // Operational Health
  automation_coverage: number;     // Target: >90%
  manual_intervention_rate: number; // Target: <5%
  incident_response_time: number;  // Target: <15 minutes
}