From 094f563e74b489ed618d7226412f178e33f9da34 Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Mon, 11 Aug 2025 00:55:55 +0000 Subject: [PATCH] Add TypeScript workflow functions to flock.mdx - Implement customer acquisition workflows (lead qualification, site assessment, pilot programs) - Add product development processes (AI model development, health scoring enhancement) - Create revenue generation flows (subscription processing, outcomes-based pricing) - Define operational procedures (alert processing, installation management) - Build decision-making workflows (service visit prioritization, expansion decisions) - Include comprehensive TypeScript interfaces for all business entities - Functions represent core business processes for poultry barn monitoring startup Co-Authored-By: unknown <> --- startups/flock.mdx | 309 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 309 insertions(+) diff --git a/startups/flock.mdx b/startups/flock.mdx index 06a2b44..43eda58 100644 --- a/startups/flock.mdx +++ b/startups/flock.mdx @@ -350,3 +350,312 @@ landingPage: Generated for NAICS 112320 — Broilers and Other Meat Type Chicken Production. Service: Flock Health Early Warning (Audio/Video + IoT) + +## Business Workflow Functions + +```typescript +import { Lead, Customer, Contract, Alert, HealthScore, Installation } from './types' + +// Customer Acquisition Workflows +export async function acquireCustomer(lead: Lead): Promise { + const qualifiedLead = await qualifyLead(lead) + const assessment = await conductSiteAssessment(qualifiedLead) + const proposal = await generateProposal(assessment) + const pilot = await negotiatePilotProgram(proposal) + const contract = await finalizeContract(pilot) + return await onboardCustomer(contract) +} + +export async function qualifyLead(lead: Lead): Promise { + const criteria = { + houseCount: lead.houseCount >= 2, + integratorTier: ['tier1', 'tier2'].includes(lead.integratorTier), + currentMortality: lead.mortalityRate > 0.03, + techReadiness: lead.techReadiness >= 3 + } + + if (!meetsCriteria(lead, criteria)) { + throw new Error('Lead does not meet qualification criteria') + } + + return { + ...lead, + qualificationScore: calculateQualificationScore(lead), + estimatedROI: calculateEstimatedROI(lead), + pilotRecommendation: generatePilotRecommendation(lead) + } +} + +export async function conductSiteAssessment(lead: QualifiedLead): Promise { + const barnSpecs = await collectBarnSpecifications(lead.facilities) + const connectivityTest = await testConnectivity(lead.location) + const controllerCompatibility = await checkControllerCompatibility(barnSpecs) + const installationComplexity = await assessInstallationComplexity(barnSpecs) + + return { + barnSpecs, + connectivityTest, + controllerCompatibility, + installationComplexity, + hardwareRequirements: generateHardwareRequirements(barnSpecs), + estimatedInstallTime: calculateInstallTime(installationComplexity) + } +} + +// Product Development Workflows +export async function developAIModel(dataSet: TrainingData): Promise { + const preprocessedData = await preprocessAudioVideoData(dataSet) + const labeledData = await labelRespiratoryEvents(preprocessedData) + const trainedModel = await trainMultimodalModel(labeledData) + const validatedModel = await validateModelPerformance(trainedModel) + const optimizedModel = await optimizeForEdgeDeployment(validatedModel) + return await deployModelToEdge(optimizedModel) +} + +export async function enhanceHealthScoring(currentModel: AIModel, newData: FlockData): Promise { + const audioAnalysis = await analyzeAudioPatterns(newData.audio) + const videoAnalysis = await analyzeVideoPatterns(newData.video) + const environmentalAnalysis = await analyzeEnvironmentalData(newData.environmental) + const behavioralAnalysis = await analyzeBehavioralPatterns(newData.behavioral) + + const fusedAnalysis = await fuseMultimodalData([ + audioAnalysis, + videoAnalysis, + environmentalAnalysis, + behavioralAnalysis + ]) + + return { + score: calculateHealthScore(fusedAnalysis), + confidence: calculateConfidence(fusedAnalysis), + riskFactors: identifyRiskFactors(fusedAnalysis), + recommendations: generateRecommendations(fusedAnalysis), + trendAnalysis: analyzeTrends(fusedAnalysis, currentModel.historicalData) + } +} + +// Revenue Generation Workflows +export async function processSubscriptionRevenue(customer: Customer): Promise { + const usage = await calculateMonthlyUsage(customer) + const tierPricing = await determinePricingTier(customer, usage) + const invoice = await generateInvoice(customer, tierPricing) + const payment = await processPayment(invoice) + const revenueRecognition = await recognizeRevenue(payment) + return await updateARR(customer, revenueRecognition) +} + +export async function implementOutcomesBasedPricing(customer: Customer, baseline: PerformanceBaseline): Promise { + const currentPerformance = await measureCurrentPerformance(customer) + const improvement = await calculateImprovement(baseline, currentPerformance) + const sharedSavings = await calculateSharedSavings(improvement) + const bonus = await calculatePerformanceBonus(improvement) + + return { + baseSubscription: customer.subscriptionFee, + performanceBonus: bonus, + sharedSavings: sharedSavings, + totalRevenue: customer.subscriptionFee + bonus + sharedSavings, + nextReviewDate: addMonths(new Date(), 3) + } +} + +// Operational Procedures +export async function processAlert(alertData: RawAlertData): Promise { + const validated = await validateAlert(alertData) + const prioritized = await prioritizeAlert(validated) + const enriched = await enrichAlertWithContext(prioritized) + const triageChecklist = await generateTriageChecklist(enriched) + + const alert = await createAlert({ + ...enriched, + triageChecklist, + escalationPath: generateEscalationPath(enriched), + expectedResolutionTime: calculateExpectedResolution(enriched) + }) + + await notifyStakeholders(alert) + return alert +} + +export async function manageInstallation(customer: Customer, assessment: SiteAssessment): Promise { + const schedule = await scheduleInstallation(customer, assessment) + const equipment = await prepareEquipment(assessment.hardwareRequirements) + const team = await assignInstallationTeam(schedule, assessment.installationComplexity) + + const installation = await executeInstallation({ + customer, + schedule, + equipment, + team, + procedures: generateInstallationProcedures(assessment) + }) + + const commissioning = await commissionSystem(installation) + const training = await conductUserTraining(customer, commissioning) + + return { + ...installation, + commissioningResults: commissioning, + trainingCompletion: training, + goLiveDate: new Date(), + warrantyStart: new Date() + } +} + +// Decision-Making Workflows +export async function prioritizeServiceVisits(alerts: Alert[], resources: ServiceResources): Promise { + const scored = await scoreAlertUrgency(alerts) + const clustered = await clusterByGeography(scored) + const optimized = await optimizeRoutes(clustered, resources) + + return { + prioritizedAlerts: optimized.alerts, + serviceRoutes: optimized.routes, + resourceAllocation: optimized.resources, + estimatedCompletionTime: optimized.totalTime, + escalationTriggers: generateEscalationTriggers(optimized) + } +} + +export async function makeExpansionDecision(customer: Customer, pilotResults: PilotResults): Promise { + const roiAnalysis = await analyzeROI(pilotResults) + const riskAssessment = await assessExpansionRisk(customer, pilotResults) + const capacityCheck = await checkDeploymentCapacity(customer.requestedHouses) + + const recommendation = await generateExpansionRecommendation({ + roiAnalysis, + riskAssessment, + capacityCheck, + customerProfile: customer + }) + + return { + approved: recommendation.approved, + recommendedPhases: recommendation.phases, + investmentRequired: recommendation.investment, + expectedTimeline: recommendation.timeline, + successMetrics: recommendation.metrics, + contingencyPlans: recommendation.contingencies + } +} + +export async function optimizePricingStrategy(marketData: MarketData, competitorAnalysis: CompetitorAnalysis): Promise { + const demandElasticity = await analyzeDemandElasticity(marketData) + const competitivePosition = await analyzeCompetitivePosition(competitorAnalysis) + const valuePerception = await analyzeValuePerception(marketData.customerSurveys) + + const strategy = await generatePricingStrategy({ + demandElasticity, + competitivePosition, + valuePerception, + costStructure: await getCurrentCostStructure() + }) + + return { + tierPricing: strategy.tiers, + volumeDiscounts: strategy.discounts, + outcomesModels: strategy.outcomesModels, + marketPenetration: strategy.penetrationStrategy, + revenueProjection: strategy.revenueProjection + } +} + +// Supporting Types (would be defined in separate files) +interface Lead { + id: string + company: string + houseCount: number + integratorTier: string + mortalityRate: number + techReadiness: number + location: Location + facilities: Facility[] +} + +interface QualifiedLead extends Lead { + qualificationScore: number + estimatedROI: number + pilotRecommendation: PilotRecommendation +} + +interface SiteAssessment { + barnSpecs: BarnSpecification[] + connectivityTest: ConnectivityResult + controllerCompatibility: CompatibilityResult + installationComplexity: ComplexityScore + hardwareRequirements: HardwareSpec[] + estimatedInstallTime: number +} + +interface HealthScore { + score: number + confidence: number + riskFactors: RiskFactor[] + recommendations: Recommendation[] + trendAnalysis: TrendAnalysis +} + +interface ProcessedAlert { + id: string + severity: AlertSeverity + type: AlertType + barn: BarnIdentifier + triageChecklist: TriageStep[] + escalationPath: EscalationStep[] + expectedResolutionTime: number + stakeholders: Stakeholder[] +} + +interface Revenue { + monthlyRecurring: number + oneTime: number + outcomesBonus: number + totalARR: number + churnRisk: number +} + +interface OutcomesContract { + baseSubscription: number + performanceBonus: number + sharedSavings: number + totalRevenue: number + nextReviewDate: Date +} + +interface Installation { + id: string + customer: Customer + houses: HouseConfiguration[] + hardware: HardwareDeployment[] + status: InstallationStatus + commissioningResults: CommissioningResult + trainingCompletion: TrainingResult + goLiveDate: Date + warrantyStart: Date +} + +interface ServicePlan { + prioritizedAlerts: PrioritizedAlert[] + serviceRoutes: ServiceRoute[] + resourceAllocation: ResourceAllocation + estimatedCompletionTime: number + escalationTriggers: EscalationTrigger[] +} + +interface ExpansionDecision { + approved: boolean + recommendedPhases: ExpansionPhase[] + investmentRequired: number + expectedTimeline: Timeline + successMetrics: Metric[] + contingencyPlans: ContingencyPlan[] +} + +interface PricingStrategy { + tierPricing: PricingTier[] + volumeDiscounts: VolumeDiscount[] + outcomesModels: OutcomesModel[] + marketPenetration: PenetrationStrategy + revenueProjection: RevenueProjection +} +```