{ "tests": [ { "input": { "customerId": "CUST12345", "accountInfo": { "accountAge": 28, "paymentHistory": "excellent", "currentPlan": "Family Premium 50GB", "monthlySpend": 95, "contractStatus": "pending_renewal" }, "usageStats": { "dataUsageGB": 42.5, "dataUtilizationPercent": 85, "callMinutes": 350, "textMessages": 1250 }, "customerProfile": { "segment": "consumer", "location": "Seattle, WA", "devices": [ "iPhone 14", "iPad Air", "Apple Watch" ], "previousComplaints": 0 } }, "output": { "features": { "conciergeService": false, "contentStreaming": true, "internationalRoaming": true, "message": "Most premium features available based on gold status.", "prioritySupport": true } } } ], "nodes": [ { "type": "inputNode", "content": { "schema": "{\n \"type\": \"object\",\n \"properties\": {\n \"customerId\": {\n \"type\": \"string\",\n \"description\": \"Unique identifier for the customer\"\n },\n \"accountInfo\": {\n \"type\": \"object\",\n \"properties\": {\n \"accountAge\": {\n \"type\": \"number\",\n \"description\": \"Account age in months\"\n },\n \"paymentHistory\": {\n \"type\": \"string\",\n \"enum\": [\"excellent\", \"good\", \"fair\", \"poor\"],\n \"description\": \"Customer payment history classification\"\n },\n \"currentPlan\": {\n \"type\": \"string\",\n \"description\": \"Current service plan\"\n },\n \"monthlySpend\": {\n \"type\": \"number\",\n \"description\": \"Average monthly spend in dollars\"\n },\n \"contractStatus\": {\n \"type\": \"string\",\n \"enum\": [\"active\", \"pending_renewal\", \"ending_soon\", \"expired\"],\n \"description\": \"Current contract status\"\n }\n }\n },\n \"usageStats\": {\n \"type\": \"object\",\n \"properties\": {\n \"dataUsageGB\": {\n \"type\": \"number\",\n \"description\": \"Average monthly data usage in GB\"\n },\n \"dataUtilizationPercent\": {\n \"type\": \"number\",\n \"description\": \"Percentage of data allowance used\"\n },\n \"callMinutes\": {\n \"type\": \"number\",\n \"description\": \"Average monthly call minutes\"\n },\n \"textMessages\": {\n \"type\": \"number\",\n \"description\": \"Average monthly text messages sent\"\n }\n }\n },\n \"customerProfile\": {\n \"type\": \"object\",\n \"properties\": {\n \"segment\": {\n \"type\": \"string\",\n \"enum\": [\"consumer\", \"small_business\", \"enterprise\"],\n \"description\": \"Customer segment\"\n },\n \"location\": {\n \"type\": \"string\",\n \"description\": \"Customer geographic location\"\n },\n \"devices\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"string\"\n },\n \"description\": \"List of devices on account\"\n },\n \"previousComplaints\": {\n \"type\": \"number\",\n \"description\": \"Number of previous complaints\"\n }\n }\n }\n }\n}" }, "id": "input", "name": "request", "position": { "x": 110, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "r1", "i1": ">= 24", "i2": "'excellent'", "i3": "", "o1": "\"excellent\"", "o2": "true" }, { "_id": "r2", "i1": ">= 12", "i2": "'excellent', 'good'", "i3": "'active', 'pending_renewal'", "o1": "\"good\"", "o2": "true" }, { "_id": "r3", "i1": ">= 6", "i2": "'excellent', 'good', 'fair'", "i3": "'active', 'pending_renewal'", "o1": "\"fair\"", "o2": "true" }, { "_id": "r4", "i1": "< 6", "i2": "'excellent', 'good'", "i3": "'active'", "o1": "\"fair\"", "o2": "true" }, { "_id": "r5", "i1": "", "i2": "'poort'", "i3": "", "o1": "\"poor\"", "o2": "false" }, { "_id": "r6", "i1": "", "i2": "", "i3": "'expired'", "o1": "\"poor\"", "o2": "false" }, { "_id": "r7", "i1": "", "i2": "", "i3": "", "o1": "\"review\"", "o2": "false" } ], "inputs": [ { "id": "i1", "name": "Account Age (Months)", "field": "accountInfo.accountAge" }, { "id": "i2", "name": "Payment History", "field": "accountInfo.paymentHistory" }, { "id": "i3", "name": "Contract Status", "field": "accountInfo.contractStatus" } ], "outputs": [ { "id": "o1", "name": "Account Status", "field": "eligibility.accountStatus" }, { "id": "o2", "name": "In Good Standing", "field": "eligibility.goodStanding" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single", "passThorough": false }, "id": "accountStatus", "name": "evaluateAccountStatus", "position": { "x": 430, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "r1", "i1": ">= 36", "i2": ">= 120", "i3": "'excellent'", "o1": "\"platinum\"", "o2": "20" }, { "_id": "r2", "i1": ">= 24", "i2": ">= 80", "i3": "'excellent', 'good'", "o1": "\"gold\"", "o2": "15" }, { "_id": "r3", "i1": ">= 12", "i2": ">= 50", "i3": "'excellent', 'good', 'fair'", "o1": "\"silver\"", "o2": "10" }, { "_id": "r4", "i1": ">= 6", "i2": ">= 30", "i3": "", "o1": "\"bronze\"", "o2": "5" }, { "_id": "r5", "i1": "", "i2": "", "i3": "", "o1": "\"standard\"", "o2": "0" } ], "inputs": [ { "id": "i1", "name": "Account Age (Months)", "field": "accountInfo.accountAge" }, { "id": "i2", "name": "Monthly Spend ($)", "field": "accountInfo.monthlySpend" }, { "id": "i3", "name": "Account Status", "field": "eligibility.accountStatus" } ], "outputs": [ { "id": "o1", "name": "Loyalty Tier", "field": "eligibility.loyaltyTier" }, { "id": "o2", "name": "Loyalty Discount", "field": "eligibility.loyaltyDiscountPercent" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single", "passThorough": false }, "id": "loyaltyTier", "name": "determineLoyaltyTier", "position": { "x": 750, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "r1", "i1": "true", "i2": "['platinum', 'gold']", "i3": "accountInfo.contractStatus == 'pending_renewal' or accountInfo.contractStatus == 'ending_soon'", "o1": "true", "o2": "true", "o3": "true", "o4": "\"High-priority upgrade eligible. Offers for all plan categories.\"" }, { "_id": "r2", "i1": "true", "i2": "['platinum', 'gold']", "i3": "", "o1": "true", "o2": "true", "o3": "false", "o4": "\"Premium plan upgrade eligible based on customer tier.\"" }, { "_id": "r3", "i1": "true", "i2": "['silver']", "i3": "accountInfo.contractStatus == 'pending_renewal' or accountInfo.contractStatus == 'ending_soon'", "o1": "true", "o2": "false", "o3": "false", "o4": "\"Standard upgrade eligible based on contract status.\"" }, { "_id": "r4", "i1": "true", "i2": "['bronze', 'standard']", "i3": "accountInfo.contractStatus == 'ending_soon'", "o1": "true", "o2": "false", "o3": "false", "o4": "\"Basic upgrade eligible as contract is ending.\"" }, { "_id": "r5", "i1": "false", "i2": "", "i3": "", "o1": "false", "o2": "false", "o3": "false", "o4": "\"Not eligible for upgrades due to account standing.\"" }, { "_id": "r6", "i1": "", "i2": "", "i3": "", "o1": "false", "o2": "false", "o3": "false", "o4": "\"Standard eligibility rules apply.\"" } ], "inputs": [ { "id": "i1", "name": "Good Standing", "field": "eligibility.goodStanding" }, { "id": "i2", "name": "Loyalty Tier", "field": "eligibility.loyaltyTier" }, { "id": "i3", "name": "Contract Condition" } ], "outputs": [ { "id": "o1", "name": "Eligible For Upgrade", "field": "eligibility.canUpgrade" }, { "id": "o2", "name": "Premium Plan Eligible", "field": "eligibility.premiumPlanEligible" }, { "id": "o3", "name": "Early Upgrade Eligible", "field": "eligibility.earlyUpgradeEligible" }, { "id": "o4", "name": "Upgrade Message", "field": "eligibility.upgradeMessage" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "upgradeEligibility", "name": "determineUpgradeEligibility", "position": { "x": 1070, "y": 114 } }, { "type": "expressionNode", "content": { "expressions": [ { "id": "e1", "key": "eligibility.specialOffers", "value": "{\n \"internationalBundle\": usageStats.callMinutes > 300,\n \"dataBooster\": usageStats.dataUtilizationPercent > 80,\n \"familyPlan\": len(customerProfile.devices) >= 3,\n \"deviceUpgrade\": eligibility.canUpgrade,\n \"loyaltyReward\": eligibility.loyaltyTier in [\"platinum\", \"gold\", \"silver\"]\n}" }, { "id": "e2", "key": "eligibility.offerCount", "value": "len(filter(values($.eligibility.specialOffers), # == true))" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "specialOffers", "name": "determineSpecialOffers", "position": { "x": 1390, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "r1", "i1": "['platinum']", "i2": "true", "i3": ">= 3", "o1": "true", "o2": "true", "o3": "true", "o4": "true", "o5": "\"All premium features available based on platinum status.\"" }, { "_id": "r2", "i1": "['gold']", "i2": "true", "i3": ">= 2", "o1": "true", "o2": "true", "o3": "true", "o4": "false", "o5": "\"Most premium features available based on gold status.\"" }, { "_id": "r3", "i1": "['silver']", "i2": "true", "i3": ">= 1", "o1": "true", "o2": "true", "o3": "false", "o4": "false", "o5": "\"Selected premium features available based on silver status.\"" }, { "_id": "r4", "i1": "['bronze']", "i2": "true", "i3": "", "o1": "true", "o2": "false", "o3": "false", "o4": "false", "o5": "\"Basic premium features available based on bronze status.\"" }, { "_id": "r5", "i1": "", "i2": "false", "i3": "", "o1": "false", "o2": "false", "o3": "false", "o4": "false", "o5": "\"No premium features available due to account standing.\"" }, { "_id": "r6", "i1": "", "i2": "", "i3": "", "o1": "false", "o2": "false", "o3": "false", "o4": "false", "o5": "\"No premium features available.\"" } ], "inputs": [ { "id": "i1", "name": "Loyalty Tier", "field": "eligibility.loyaltyTier" }, { "id": "i2", "name": "Good Standing", "field": "eligibility.goodStanding" }, { "id": "i3", "name": "Special Offer Count", "field": "eligibility.offerCount" } ], "outputs": [ { "id": "o1", "name": "Priority Support", "field": "features.prioritySupport" }, { "id": "o2", "name": "Content Streaming", "field": "features.contentStreaming" }, { "id": "o3", "name": "International Roaming", "field": "features.internationalRoaming" }, { "id": "o4", "name": "Concierge Service", "field": "features.conciergeService" }, { "id": "o5", "name": "Features Message", "field": "features.message" } ], "passThrough": false, "inputField": null, "outputPath": null, "executionMode": "single", "passThorough": false }, "id": "premiumFeatures", "name": "determinePremiumFeatures", "position": { "x": 1710, "y": 114 } } ], "edges": [ { "id": "edge1", "sourceId": "input", "targetId": "accountStatus", "type": "edge" }, { "id": "edge2", "sourceId": "accountStatus", "targetId": "loyaltyTier", "type": "edge" }, { "id": "edge3", "sourceId": "loyaltyTier", "targetId": "upgradeEligibility", "type": "edge" }, { "id": "edge4", "sourceId": "upgradeEligibility", "targetId": "specialOffers", "type": "edge" }, { "id": "edge5", "sourceId": "specialOffers", "targetId": "premiumFeatures", "type": "edge" } ] }