From 1c9d461c74e6151f2bd74a6852035356165a5dea Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Mon, 11 Aug 2025 00:56:52 +0000 Subject: [PATCH] Add TypeScript business workflow functions to PlaySupport MDX - Added comprehensive customer acquisition workflows with retail-specific lead qualification - Implemented product development workflows with vertical feature development - Created revenue generation workflows with seasonal optimization and upsell logic - Built customer support automation workflows for WISMO, returns, and product compatibility - Added operational procedures for retail system monitoring and compliance - Implemented decision-making workflows for business decisions and vertical expansion - All functions are well-typed and follow established patterns - Preserved all existing YAML frontmatter and meaningful content Co-Authored-By: unknown <> --- startups/playsupport.mdx | 663 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 663 insertions(+) diff --git a/startups/playsupport.mdx b/startups/playsupport.mdx index 6492278..48bf8d3 100644 --- a/startups/playsupport.mdx +++ b/startups/playsupport.mdx @@ -324,5 +324,668 @@ landingPage: --- # PlaySupport Copilot +## Business Process Workflows + +### Customer Acquisition Workflows + +```typescript +interface Lead { + email: string; + company: string; + platform: 'shopify' | 'woocommerce' | 'bigcommerce' | 'lightspeed'; + monthlyOrders: number; + currentHelpdesk?: string; + painPoints: string[]; + source: 'app-store' | 'referral' | 'content' | 'outbound' | 'event'; + vertical: 'lgs' | 'hobby-chain' | 'dtc-brand' | 'educational'; +} + +interface QualifiedLead extends Lead { + score: number; + segment: 'lgs' | 'specialty-chain' | 'dtc-brand' | 'agency'; + urgency: 'high' | 'medium' | 'low'; + budget: number; + seasonality: 'q4-critical' | 'year-round' | 'event-driven'; +} + +interface Customer { + id: string; + plan: 'starter' | 'pro' | 'scale'; + onboardingStatus: 'pending' | 'in-progress' | 'complete'; + integrations: string[]; + monthlyRevenue: number; + vertical: string; +} + +export async function acquireCustomer(lead: Lead): Promise { + const qualifiedLead = await qualifyLead(lead); + + if (qualifiedLead.score < 70) { + await nurtureLead(qualifiedLead); + throw new Error('Lead not ready for immediate conversion'); + } + + const demo = await scheduleTailoredDemo(qualifiedLead); + const proposal = await generateVerticalProposal(qualifiedLead, demo); + const contract = await negotiateContract(proposal); + + return await onboardNewCustomer(contract); +} + +async function qualifyLead(lead: Lead): Promise { + const score = calculateLeadScore(lead); + const segment = determineCustomerSegment(lead); + const urgency = assessSeasonalUrgency(lead); + const budget = estimateBudgetByVertical(lead); + const seasonality = determineSeasonality(lead); + + return { + ...lead, + score, + segment, + urgency, + budget, + seasonality + }; +} + +async function scheduleTailoredDemo(lead: QualifiedLead): Promise { + const demoType = selectDemoType(lead.vertical); + const customScenarios = await prepareVerticalScenarios(lead); + const availableSlots = await getCalendarAvailability(); + + return await bookDemoSlot(lead, availableSlots[0], { + type: demoType, + scenarios: customScenarios, + duration: lead.segment === 'lgs' ? 30 : 45 + }); +} + +async function generateVerticalProposal(lead: QualifiedLead, demo: DemoSession): Promise { + const pricing = calculateVerticalPricing(lead); + const implementation = planVerticalImplementation(lead); + const roi = calculateRetailROI(lead); + const addOns = recommendAddOns(lead); + + return { + pricing, + implementation, + roi, + addOns, + terms: generateRetailTerms(lead) + }; +} +``` + +### Product Development Workflows + +```typescript +interface FeatureRequest { + customerId: string; + description: string; + priority: 'critical' | 'high' | 'medium' | 'low'; + vertical: 'tcg' | 'miniatures' | 'rc' | 'educational' | 'general-toy'; + category: 'integration' | 'policy-engine' | 'nlp' | 'analytics'; + estimatedEffort: number; + customerImpact: number; +} + +interface VerticalEnhancement { + vertical: string; + ontologyUpdates: string[]; + policyRules: PolicyRule[]; + templateUpdates: string[]; + integrationNeeds: string[]; +} + +export async function developVerticalFeatures(roadmap: ProductRoadmap): Promise { + for (const feature of roadmap.features) { + await implementVerticalFeature(feature); + await testWithVerticalCustomers(feature); + await validatePolicyCompliance(feature); + await rolloutGradually(feature); + } + + await updateVerticalOntologies(roadmap.verticalEnhancements); + await enhanceRetailIntegrations(roadmap.integrations); +} + +async function implementVerticalFeature(feature: PlannedFeature): Promise { + const requirements = await gatherVerticalRequirements(feature); + const design = await createVerticalDesign(requirements); + + await developFeatureCode(design); + await writeVerticalTests(feature); + await performRetailSecurityReview(feature); + await updateVerticalDocumentation(feature); +} + +async function testWithVerticalCustomers(feature: PlannedFeature): Promise { + const verticalCustomers = await selectVerticalBetaCustomers(feature); + + for (const customer of verticalCustomers) { + await enableVerticalFeatureFlag(customer.id, feature.id); + await monitorVerticalUsage(customer.id, feature.id); + await collectVerticalFeedback(customer.id, feature.id); + } + + const feedback = await analyzeVerticalFeedback(feature.id); + if (feedback.containmentRate < 0.6 || feedback.accuracyScore < 0.85) { + await iterateOnVerticalFeature(feature, feedback); + } +} + +async function updateVerticalOntologies(enhancements: VerticalEnhancement[]): Promise { + for (const enhancement of enhancements) { + await updateProductCatalogSchema(enhancement); + await enhanceRetailPolicyEngine(enhancement); + await trainVerticalNLPModels(enhancement); + await validateVerticalAccuracy(enhancement); + await updateCompatibilityMatrix(enhancement); + } +} +``` + +### Revenue Generation Workflows + +```typescript +interface RevenueOpportunity { + customerId: string; + type: 'upsell' | 'cross-sell' | 'expansion' | 'renewal'; + value: number; + probability: number; + timeline: string; + trigger: 'usage' | 'seasonal' | 'integration' | 'support'; +} + +interface RetailUsageMetrics { + customerId: string; + messagesPerMonth: number; + containmentRate: number; + wismoDeflection: number; + channelsUsed: string[]; + integrations: string[]; + seasonalSpikes: boolean; + supportTicketReduction: number; +} + +export async function generateRetailRevenue(customer: Customer): Promise { + const usage = await analyzeRetailUsage(customer.id); + const opportunities = await identifyRetailOpportunities(customer, usage); + const seasonalTiming = await assessSeasonalTiming(customer.id); + + let totalRevenue = 0; + + for (const opportunity of opportunities) { + const timing = optimizeOutreachTiming(opportunity, seasonalTiming); + const success = await executeRetailRevenueStrategy(opportunity, timing); + + if (success) { + totalRevenue += opportunity.value; + await updateCustomerPlan(customer.id, opportunity); + } + } + + return totalRevenue; +} + +async function identifyRetailOpportunities(customer: Customer, usage: RetailUsageMetrics): Promise { + const opportunities: RevenueOpportunity[] = []; + + // Usage-based upsell for high-volume retailers + if (usage.messagesPerMonth > getPlanLimit(customer.plan) * 0.8) { + opportunities.push({ + customerId: customer.id, + type: 'upsell', + value: calculateRetailUpsellValue(customer.plan), + probability: 0.75, + timeline: '30 days', + trigger: 'usage' + }); + } + + // Seasonal preparation cross-sell + if (usage.seasonalSpikes && !usage.channelsUsed.includes('sms')) { + opportunities.push({ + customerId: customer.id, + type: 'cross-sell', + value: 99, // Multichannel pack for holiday coverage + probability: 0.6, + timeline: '45 days', + trigger: 'seasonal' + }); + } + + // Returns integration for high-return verticals + if (customer.vertical === 'tcg' && !usage.integrations.includes('returns')) { + opportunities.push({ + customerId: customer.id, + type: 'cross-sell', + value: 149, // Returns integration for sealed product policies + probability: 0.7, + timeline: '30 days', + trigger: 'integration' + }); + } + + // Professional services for complex setups + if (usage.containmentRate < 0.5 && customer.plan === 'pro') { + opportunities.push({ + customerId: customer.id, + type: 'cross-sell', + value: 1500, // Policy tuning workshop + probability: 0.4, + timeline: '60 days', + trigger: 'support' + }); + } + + return opportunities; +} + +async function executeRetailRevenueStrategy(opportunity: RevenueOpportunity, timing: OptimalTiming): Promise { + const customer = await getCustomer(opportunity.customerId); + const proposal = await createRetailProposal(opportunity); + + if (timing.waitForSeason) { + await scheduleSeasonalOutreach(customer, proposal, timing.optimalDate); + return false; // Will be executed later + } + + const outreach = await sendRetailOutreach(customer, proposal); + const response = await trackOutreachResponse(outreach.id); + + if (response.interested) { + const demo = await scheduleRetailDemo(customer, opportunity); + return await closeRetailOpportunity(opportunity, demo); + } + + return false; +} +``` + +### Customer Support Automation Workflows + +```typescript +interface RetailInquiry { + id: string; + customerId: string; + channel: 'chat' | 'email' | 'sms' | 'social'; + message: string; + intent: 'wismo' | 'returns' | 'product-fit' | 'policy' | 'technical' | 'preorder' | 'compatibility'; + urgency: 'low' | 'medium' | 'high' | 'critical'; + vertical: 'tcg' | 'miniatures' | 'rc' | 'educational' | 'general'; + metadata: { + orderNumber?: string; + productSku?: string; + customerAge?: number; + timestamp: Date; + }; +} + +interface RetailResponse { + message: string; + confidence: number; + sources: string[]; + escalationRequired: boolean; + followUpActions: string[]; + policyCompliant: boolean; + childSafe: boolean; +} + +export async function handleRetailInquiry(inquiry: RetailInquiry): Promise { + const context = await gatherRetailContext(inquiry.customerId); + const intent = await classifyRetailIntent(inquiry); + const safetyCheck = await performChildSafetyCheck(inquiry); + + if (!safetyCheck.compliant) { + return await handleCOPPACompliantResponse(inquiry, safetyCheck); + } + + switch (intent) { + case 'wismo': + return await handleWISMOInquiry(inquiry, context); + case 'returns': + return await handleRetailReturns(inquiry, context); + case 'product-fit': + return await handleProductCompatibility(inquiry, context); + case 'preorder': + return await handlePreorderInquiry(inquiry, context); + case 'policy': + return await handleRetailPolicy(inquiry, context); + default: + return await escalateToRetailExpert(inquiry, context); + } +} + +async function handleWISMOInquiry(inquiry: RetailInquiry, context: RetailContext): Promise { + const orderNumber = extractOrderNumber(inquiry.message) || inquiry.metadata.orderNumber; + + if (!orderNumber) { + return await requestOrderDetails(inquiry); + } + + const orderStatus = await lookupRetailOrder(orderNumber, context.platformIntegration); + const trackingInfo = await getCarrierTracking(orderStatus.trackingNumber); + const isPreorder = await checkPreorderStatus(orderStatus); + + let response: string; + if (isPreorder) { + response = await generatePreorderStatusResponse(orderStatus, context.policies); + } else { + response = await generateOrderStatusResponse(orderStatus, trackingInfo); + } + + return { + message: response, + confidence: 0.95, + sources: ['order-system', 'shipping-carrier', 'preorder-policy'], + escalationRequired: false, + followUpActions: ['send-tracking-link', 'schedule-delivery-notification'], + policyCompliant: true, + childSafe: true + }; +} + +async function handleRetailReturns(inquiry: RetailInquiry, context: RetailContext): Promise { + const orderNumber = extractOrderNumber(inquiry.message); + const order = await getRetailOrder(orderNumber, context.platformIntegration); + + const eligibility = await checkRetailReturnEligibility(order, context.policies, inquiry.vertical); + + if (!eligibility.eligible) { + const explanation = await explainRetailReturnPolicy(eligibility.reason, order, inquiry.vertical); + return { + message: explanation, + confidence: 0.9, + sources: ['return-policy', 'vertical-rules'], + escalationRequired: false, + followUpActions: ['suggest-alternatives'], + policyCompliant: true, + childSafe: true + }; + } + + const rma = await initiateRetailReturn(order, context.returnsIntegration, inquiry.vertical); + const instructions = await generateReturnInstructions(rma, inquiry.vertical); + + return { + message: instructions, + confidence: 0.9, + sources: ['return-policy', 'order-system', 'vertical-templates'], + escalationRequired: false, + followUpActions: ['create-return-label', 'send-return-confirmation'], + policyCompliant: true, + childSafe: true + }; +} + +async function handleProductCompatibility(inquiry: RetailInquiry, context: RetailContext): Promise { + const productSku = extractProductSku(inquiry.message) || inquiry.metadata.productSku; + const compatibilityQuestion = extractCompatibilityQuestion(inquiry.message); + + const productInfo = await getRetailProductInfo(productSku, context.catalogIntegration); + const compatibilityData = await getCompatibilityMatrix(productInfo, inquiry.vertical); + + const answer = await generateCompatibilityAnswer( + compatibilityQuestion, + productInfo, + compatibilityData, + inquiry.vertical + ); + + return { + message: answer, + confidence: 0.85, + sources: ['product-catalog', 'compatibility-matrix', 'vertical-ontology'], + escalationRequired: false, + followUpActions: ['suggest-compatible-products', 'offer-size-guide'], + policyCompliant: true, + childSafe: await checkChildSafeContent(answer) + }; +} + +async function handlePreorderInquiry(inquiry: RetailInquiry, context: RetailContext): Promise { + const productSku = extractProductSku(inquiry.message); + const preorderInfo = await getPreorderInformation(productSku, context.catalogIntegration); + + const streetDateCompliance = await checkStreetDateCompliance(preorderInfo); + if (!streetDateCompliance.compliant) { + return await generateStreetDateResponse(preorderInfo, streetDateCompliance); + } + + const preorderStatus = await getPreorderStatus(productSku, inquiry.customerId); + const response = await generatePreorderResponse(preorderInfo, preorderStatus); + + return { + message: response, + confidence: 0.9, + sources: ['preorder-system', 'street-date-policy', 'product-catalog'], + escalationRequired: false, + followUpActions: ['send-preorder-confirmation', 'schedule-release-notification'], + policyCompliant: true, + childSafe: true + }; +} +``` + +### Operational Procedures + +```typescript +interface RetailSystemHealth { + containmentRate: number; + wismoDeflection: number; + responseTime: number; + errorRate: number; + customerSatisfaction: number; + policyCompliance: number; + uptime: number; + seasonalReadiness: number; +} + +export async function monitorRetailOperations(): Promise { + const health = await collectRetailMetrics(); + const thresholds = await getRetailThresholds(); + const seasonalFactors = await assessSeasonalFactors(); + + await checkRetailHealthThresholds(health, thresholds, seasonalFactors); + await updateRetailDashboard(health); + await generateRetailHealthReport(health); +} + +async function checkRetailHealthThresholds( + health: RetailSystemHealth, + thresholds: RetailThresholds, + seasonal: SeasonalFactors +): Promise { + // Adjust thresholds for seasonal periods + const adjustedThresholds = adjustForSeason(thresholds, seasonal); + + if (health.containmentRate < adjustedThresholds.containmentRate) { + await triggerContainmentAlert(health.containmentRate, seasonal.period); + await investigateRetailContainmentDrop(); + } + + if (health.wismoDeflection < adjustedThresholds.wismoDeflection) { + await triggerWISMOAlert(health.wismoDeflection); + await updateOrderLookupSystems(); + } + + if (health.policyCompliance < adjustedThresholds.policyCompliance) { + await triggerPolicyAlert(health.policyCompliance); + await reviewPolicyEngine(); + } + + if (seasonal.isHolidayPeriod && health.seasonalReadiness < 0.9) { + await triggerSeasonalAlert(health.seasonalReadiness); + await scaleForHolidayTraffic(); + } +} + +export async function performRetailDailyOperations(): Promise { + await syncRetailCatalogs(); + await updateRetailPolicies(); + await refreshVerticalKnowledgeBase(); + await processRetailFeedback(); + await generateRetailMetrics(); + await backupRetailData(); + await checkStreetDateCompliance(); + await updateCompatibilityMatrix(); +} + +async function syncRetailCatalogs(): Promise { + const retailers = await getActiveRetailers(); + + for (const retailer of retailers) { + try { + const catalogData = await fetchRetailCatalogData(retailer.platformIntegration); + const enrichedData = await enrichWithVerticalData(catalogData, retailer.vertical); + + await updateRetailerCatalog(retailer.id, enrichedData); + await reindexRetailProductSearch(retailer.id); + await updateCompatibilityMatrix(retailer.id, enrichedData); + } catch (error) { + await logRetailSyncError(retailer.id, error); + await notifyRetailCustomerSuccess(retailer.id, 'catalog-sync-failed'); + } + } +} + +async function checkStreetDateCompliance(): Promise { + const upcomingReleases = await getUpcomingReleases(); + const currentPolicies = await getCurrentStreetDatePolicies(); + + for (const release of upcomingReleases) { + const compliance = await validateStreetDateCompliance(release, currentPolicies); + + if (!compliance.compliant) { + await alertStreetDateViolation(release, compliance.issues); + await updateStreetDatePolicies(release); + } + } +} +``` + +### Decision-Making Workflows + +```typescript +interface RetailBusinessDecision { + id: string; + type: 'pricing' | 'vertical-expansion' | 'integration' | 'partnership' | 'policy-update'; + description: string; + options: RetailDecisionOption[]; + criteria: RetailDecisionCriteria[]; + stakeholders: string[]; + deadline: Date; + verticalImpact: string[]; +} + +export async function makeRetailBusinessDecision(decision: RetailBusinessDecision): Promise { + const analysis = await analyzeRetailDecisionOptions(decision); + const customerInput = await gatherRetailCustomerFeedback(decision); + const verticalData = await collectVerticalInsights(decision); + const seasonalFactors = await assessSeasonalImpact(decision); + + const scoredOptions = await scoreRetailOptions( + decision.options, + analysis, + customerInput, + verticalData, + seasonalFactors + ); + + const recommendation = await generateRetailRecommendation(scoredOptions, decision.criteria); + const approval = await getRetailExecutiveApproval(recommendation, decision); + + if (approval.approved) { + await implementRetailDecision(recommendation, decision); + await communicateToRetailStakeholders(recommendation, decision.stakeholders); + return recommendation; + } else { + await revisitRetailDecisionOptions(decision, approval.feedback); + throw new Error('Retail decision requires revision'); + } +} + +async function analyzeRetailDecisionOptions(decision: RetailBusinessDecision): Promise { + const analyses: RetailOptionAnalysis[] = []; + + for (const option of decision.options) { + const retailMarketAnalysis = await performRetailMarketAnalysis(option); + const verticalImpactAnalysis = await analyzeVerticalImpact(option, decision.verticalImpact); + const seasonalAnalysis = await assessSeasonalImplications(option); + const competitiveAnalysis = await analyzeRetailCompetition(option); + const technicalFeasibility = await assessRetailTechnicalFeasibility(option); + + analyses.push({ + option: option.name, + retailMarketAnalysis, + verticalImpactAnalysis, + seasonalAnalysis, + competitiveAnalysis, + technicalFeasibility + }); + } + + return analyses; +} + +export async function evaluateVerticalExpansion(vertical: NewVertical): Promise { + const marketOpportunity = await analyzeVerticalMarket(vertical); + const technicalComplexity = await assessVerticalTechnicalNeeds(vertical); + const competitiveLandscape = await analyzeVerticalCompetition(vertical); + const resourceRequirements = await calculateVerticalResources(vertical); + + const score = calculateVerticalExpansionScore( + marketOpportunity, + technicalComplexity, + competitiveLandscape, + resourceRequirements + ); + + if (score > 80) { + return { + recommendation: 'proceed', + timeline: await createVerticalTimeline(vertical), + resources: resourceRequirements, + milestones: await defineVerticalMilestones(vertical) + }; + } else if (score > 60) { + return { + recommendation: 'pilot', + pilotPlan: await createVerticalPilot(vertical), + successCriteria: await defineVerticalSuccessCriteria(vertical) + }; + } else { + return { + recommendation: 'decline', + reasons: await generateVerticalDeclineReasons( + marketOpportunity, + technicalComplexity, + competitiveLandscape, + resourceRequirements + ) + }; + } +} + +export async function optimizeSeasonalOperations(season: SeasonalPeriod): Promise { + const historicalData = await getSeasonalHistoricalData(season); + const predictedVolume = await predictSeasonalVolume(season, historicalData); + const resourceNeeds = await calculateSeasonalResources(predictedVolume); + + const plan = await createSeasonalOperationsPlan(season, resourceNeeds); + const contingencies = await planSeasonalContingencies(season, predictedVolume); + + return { + season, + plan, + contingencies, + monitoring: await setupSeasonalMonitoring(season), + escalationProcedures: await defineSeasonalEscalation(season) + }; +} +``` + Generated for NAICS 459120 — Hobby, Toy, and Game Retailers. Service: Customer Support Copilot (RAG + Order Status)