{
  "a2c": "containers",
  "a4b": "business-applications",
  "access-analyzer": "security-identity-and-compliance",
  "account": "management-and-governance",
  "acm": "security-identity-and-compliance",
  "acm-pca": "security-identity-and-compliance",
  "aco-automation": "compute",
  "action-recommendations": "management-and-governance",
  "activate": "compute",
  "agentaccess-mcp": "end-user-computing",
  "aidevops": "machine-learning-and-ai",
  "aiops": "machine-learning-and-ai",
  "airflow": "application-integration",
  "airflow-serverless": "application-integration",
  "amplify": "front-end-web-and-mobile",
  "amplifybackend": "front-end-web-and-mobile",
  "amplifyuibuilder": "front-end-web-and-mobile",
  "aoss": "analytics",
  "apigateway": "networking-and-content-delivery",
  "app-integrations": "application-integration",
  "appconfig": "management-and-governance",
  "appfabric": "business-applications",
  "appflow": "application-integration",
  "application-autoscaling": "management-and-governance",
  "application-signals": "management-and-governance",
  "application-signals-mcp": "management-and-governance",
  "application-transformation": "migration-and-transfer",
  "applicationinsights": "management-and-governance",
  "appmesh": "networking-and-content-delivery",
  "appmesh-preview": "networking-and-content-delivery",
  "apprunner": "compute",
  "appstream": "end-user-computing",
  "appstudio": "business-applications",
  "appsync": "front-end-web-and-mobile",
  "apptest": "migration-and-transfer",
  "aps": "management-and-governance",
  "arc-region-switch": "management-and-governance",
  "arc-zonal-shift": "management-and-governance",
  "arsenal": "migration-and-transfer",
  "artifact": "security-identity-and-compliance",
  "athena": "analytics",
  "auditmanager": "security-identity-and-compliance",
  "autoscaling": "compute",
  "autoscaling-plans": "management-and-governance",
  "aws-external-anthropic": "machine-learning-and-ai",
  "aws-marketplace": "cloud-financial-management",
  "aws-marketplace-management": "cloud-financial-management",
  "aws-portal": "cloud-financial-management",
  "awsconnector": "business-applications",
  "b2bi": "application-integration",
  "backup": "storage",
  "backup-gateway": "storage",
  "backup-search": "storage",
  "backup-storage": "storage",
  "batch": "compute",
  "bcm-dashboards": "cloud-financial-management",
  "bcm-data-exports": "cloud-financial-management",
  "bcm-pricing-calculator": "cloud-financial-management",
  "bcm-recommended-actions": "cloud-financial-management",
  "bedrock": "machine-learning-and-ai",
  "bedrock-agentcore": "machine-learning-and-ai",
  "bedrock-mantle": "machine-learning-and-ai",
  "bedrock-websearch": "machine-learning-and-ai",
  "billing": "cloud-financial-management",
  "billingconductor": "cloud-financial-management",
  "braket": "quantum-technologies",
  "budgets": "cloud-financial-management",
  "bugbust": "developer-tools",
  "cases": "business-applications",
  "cassandra": "databases",
  "ce": "cloud-financial-management",
  "chatbot": "management-and-governance",
  "chime": "business-applications",
  "cleanrooms": "analytics",
  "cleanrooms-ml": "machine-learning-and-ai",
  "cloud9": "developer-tools",
  "clouddirectory": "security-identity-and-compliance",
  "cloudformation": "management-and-governance",
  "cloudfront": "networking-and-content-delivery",
  "cloudfront-keyvaluestore": "networking-and-content-delivery",
  "cloudhsm": "security-identity-and-compliance",
  "cloudsearch": "analytics",
  "cloudshell": "developer-tools",
  "cloudtrail": "management-and-governance",
  "cloudtrail-data": "management-and-governance",
  "cloudwatch": "management-and-governance",
  "codeartifact": "developer-tools",
  "codebuild": "developer-tools",
  "codecatalyst": "developer-tools",
  "codecommit": "developer-tools",
  "codeconnections": "developer-tools",
  "codedeploy": "developer-tools",
  "codedeploy-commands-secure": "developer-tools",
  "codeguru": "machine-learning-and-ai",
  "codeguru-profiler": "developer-tools",
  "codeguru-reviewer": "developer-tools",
  "codeguru-security": "security-identity-and-compliance",
  "codepipeline": "developer-tools",
  "codestar": "developer-tools",
  "codestar-connections": "developer-tools",
  "codestar-notifications": "management-and-governance",
  "codewhisperer": "machine-learning-and-ai",
  "cognito-identity": "security-identity-and-compliance",
  "cognito-idp": "security-identity-and-compliance",
  "cognito-sync": "security-identity-and-compliance",
  "comprehend": "machine-learning-and-ai",
  "comprehendmedical": "machine-learning-and-ai",
  "compute-optimizer": "management-and-governance",
  "config": "management-and-governance",
  "connect": "business-applications",
  "connect-campaigns": "business-applications",
  "consoleapp": "management-and-governance",
  "consolidatedbilling": "cloud-financial-management",
  "controlcatalog": "management-and-governance",
  "controltower": "management-and-governance",
  "cost-optimization-hub": "cloud-financial-management",
  "cur": "cloud-financial-management",
  "customer-verification": "business-applications",
  "databrew": "analytics",
  "dataexchange": "analytics",
  "datapipeline": "analytics",
  "datasync": "migration-and-transfer",
  "datazone": "analytics",
  "dax": "analytics",
  "dbqms": "developer-tools",
  "deadline": "media",
  "detective": "security-identity-and-compliance",
  "devicefarm": "front-end-web-and-mobile",
  "devops-guru": "machine-learning-and-ai",
  "directconnect": "networking-and-content-delivery",
  "discovery": "migration-and-transfer",
  "dlm": "storage",
  "dms": "migration-and-transfer",
  "docdb-elastic": "databases",
  "drs": "storage",
  "ds": "security-identity-and-compliance",
  "ds-data": "security-identity-and-compliance",
  "dsql": "databases",
  "dynamodb": "databases",
  "ebs": "storage",
  "ec2": "compute",
  "ec2-instance-connect": "compute",
  "ec2messages": "compute",
  "ecr": "containers",
  "ecr-public": "containers",
  "ecs": "containers",
  "ecs-mcp": "containers",
  "eks": "containers",
  "eks-auth": "containers",
  "eks-mcp": "containers",
  "elasticache": "databases",
  "elasticbeanstalk": "compute",
  "elasticfilesystem": "storage",
  "elasticloadbalancing": "networking-and-content-delivery",
  "elasticmapreduce": "analytics",
  "elastictranscoder": "media",
  "elemental-activations": "media",
  "elemental-appliances-software": "media",
  "elemental-inference": "media",
  "elemental-support-cases": "business-applications",
  "elemental-support-content": "media",
  "emr-containers": "analytics",
  "emr-serverless": "analytics",
  "entityresolution": "analytics",
  "es": "analytics",
  "events": "application-integration",
  "eventsbilltoaws": "cloud-financial-management",
  "evidently": "management-and-governance",
  "evs": "compute",
  "execute-api": "networking-and-content-delivery",
  "finops-agent": "cloud-financial-management",
  "finspace": "analytics",
  "finspace-api": "analytics",
  "firehose": "analytics",
  "fis": "developer-tools",
  "fms": "security-identity-and-compliance",
  "forecast": "machine-learning-and-ai",
  "frauddetector": "machine-learning-and-ai",
  "freertos": "internet-of-things",
  "freetier": "cloud-financial-management",
  "fsx": "storage",
  "gamelift": "game-tech",
  "gameliftstreams": "game-tech",
  "geo": "front-end-web-and-mobile",
  "geo-maps": "front-end-web-and-mobile",
  "geo-places": "front-end-web-and-mobile",
  "geo-routes": "front-end-web-and-mobile",
  "glacier": "storage",
  "globalaccelerator": "networking-and-content-delivery",
  "glue": "analytics",
  "grafana": "management-and-governance",
  "greengrass": "internet-of-things",
  "groundstation": "satellite",
  "groundtruthlabeling": "machine-learning-and-ai",
  "guardduty": "security-identity-and-compliance",
  "health": "management-and-governance",
  "health-agent": "business-applications",
  "healthlake": "machine-learning-and-ai",
  "honeycode": "business-applications",
  "iam": "security-identity-and-compliance",
  "identity-sync": "security-identity-and-compliance",
  "identitystore": "security-identity-and-compliance",
  "identitystore-auth": "security-identity-and-compliance",
  "imagebuilder": "compute",
  "importexport": "storage",
  "inspector": "security-identity-and-compliance",
  "inspector-scan": "security-identity-and-compliance",
  "inspector2": "security-identity-and-compliance",
  "inspector2-telemetry": "security-identity-and-compliance",
  "interconnect": "networking-and-content-delivery",
  "internetmonitor": "networking-and-content-delivery",
  "invoicing": "cloud-financial-management",
  "iot": "internet-of-things",
  "iot-device-tester": "internet-of-things",
  "iotanalytics": "internet-of-things",
  "iotdeviceadvisor": "internet-of-things",
  "iotevents": "internet-of-things",
  "iotfleethub": "internet-of-things",
  "iotfleetwise": "internet-of-things",
  "iotjobsdata": "internet-of-things",
  "iotmanagedintegrations": "internet-of-things",
  "iotsitewise": "internet-of-things",
  "iottwinmaker": "internet-of-things",
  "iotwireless": "internet-of-things",
  "iq": "management-and-governance",
  "iq-permission": "management-and-governance",
  "ivs": "media",
  "ivschat": "media",
  "kafka": "analytics",
  "kafka-cluster": "analytics",
  "kafkaconnect": "analytics",
  "kendra": "machine-learning-and-ai",
  "kendra-ranking": "machine-learning-and-ai",
  "kinesis": "analytics",
  "kinesisanalytics": "analytics",
  "kinesisvideo": "analytics",
  "kms": "security-identity-and-compliance",
  "lakeformation": "analytics",
  "lambda": "compute",
  "launchwizard": "management-and-governance",
  "lex": "machine-learning-and-ai",
  "license-manager": "management-and-governance",
  "license-manager-linux-subscriptions": "management-and-governance",
  "license-manager-user-subscriptions": "management-and-governance",
  "lightsail": "compute",
  "logs": "management-and-governance",
  "lookoutequipment": "machine-learning-and-ai",
  "lookoutmetrics": "machine-learning-and-ai",
  "lookoutvision": "machine-learning-and-ai",
  "m2": "migration-and-transfer",
  "machinelearning": "machine-learning-and-ai",
  "macie2": "security-identity-and-compliance",
  "managedblockchain": "blockchain",
  "managedblockchain-query": "blockchain",
  "mapcredits": "cloud-financial-management",
  "marketplacecommerceanalytics": "cloud-financial-management",
  "mechanicalturk": "business-applications",
  "mediaconnect": "media",
  "mediaconvert": "media",
  "mediaimport": "media",
  "medialive": "media",
  "mediapackage": "media",
  "mediapackage-vod": "media",
  "mediapackagev2": "media",
  "mediastore": "media",
  "mediatailor": "media",
  "medical-imaging": "machine-learning-and-ai",
  "memorydb": "databases",
  "mgh": "migration-and-transfer",
  "mgn": "migration-and-transfer",
  "migrationhub-orchestrator": "migration-and-transfer",
  "migrationhub-strategy": "migration-and-transfer",
  "mobileanalytics": "front-end-web-and-mobile",
  "mobiletargeting": "business-applications",
  "monitron": "machine-learning-and-ai",
  "mpa": "security-identity-and-compliance",
  "mq": "application-integration",
  "neptune-db": "databases",
  "neptune-graph": "analytics",
  "network-firewall": "security-identity-and-compliance",
  "network-security-director": "security-identity-and-compliance",
  "networkflowmonitor": "networking-and-content-delivery",
  "networkmanager": "networking-and-content-delivery",
  "networkmanager-chat": "networking-and-content-delivery",
  "networkmonitor": "networking-and-content-delivery",
  "nimble": "media",
  "notifications": "management-and-governance",
  "notifications-contacts": "management-and-governance",
  "nova-act": "machine-learning-and-ai",
  "oam": "management-and-governance",
  "observabilityadmin": "management-and-governance",
  "odb": "analytics",
  "omics": "machine-learning-and-ai",
  "one": "business-applications",
  "opensearch": "analytics",
  "opsworks": "management-and-governance",
  "opsworks-cm": "management-and-governance",
  "organizations": "management-and-governance",
  "osis": "analytics",
  "outposts": "compute",
  "panorama": "machine-learning-and-ai",
  "partnercentral": "management-and-governance",
  "partnercentral-account-management": "management-and-governance",
  "payment-cryptography": "cloud-financial-management",
  "payments": "cloud-financial-management",
  "pca-connector-ad": "security-identity-and-compliance",
  "pca-connector-scep": "security-identity-and-compliance",
  "pcs": "compute",
  "personalize": "machine-learning-and-ai",
  "pi": "management-and-governance",
  "pipes": "application-integration",
  "polly": "machine-learning-and-ai",
  "pricing": "cloud-financial-management",
  "pricingplanmanager": "cloud-financial-management",
  "private-networks": "networking-and-content-delivery",
  "profile": "business-applications",
  "proton": "management-and-governance",
  "purchase-orders": "cloud-financial-management",
  "q": "machine-learning-and-ai",
  "qapps": "machine-learning-and-ai",
  "qbusiness": "machine-learning-and-ai",
  "qdeveloper": "developer-tools",
  "qldb": "blockchain",
  "quicksight": "analytics",
  "ram": "security-identity-and-compliance",
  "rbin": "management-and-governance",
  "rds": "databases",
  "rds-data": "databases",
  "rds-db": "databases",
  "redshift": "analytics",
  "redshift-data": "analytics",
  "redshift-serverless": "analytics",
  "refactor-spaces": "migration-and-transfer",
  "rekognition": "machine-learning-and-ai",
  "repostspace": "customer-enablement",
  "researchstudio": "machine-learning-and-ai",
  "resiliencehub": "management-and-governance",
  "resource-explorer": "management-and-governance",
  "resource-explorer-2": "management-and-governance",
  "resource-groups": "management-and-governance",
  "rhelkb": "customer-enablement",
  "robomaker": "management-and-governance",
  "rolesanywhere": "security-identity-and-compliance",
  "route53": "networking-and-content-delivery",
  "route53-recovery-cluster": "networking-and-content-delivery",
  "route53-recovery-control-config": "networking-and-content-delivery",
  "route53-recovery-readiness": "networking-and-content-delivery",
  "route53domains": "networking-and-content-delivery",
  "route53globalresolver": "networking-and-content-delivery",
  "route53profiles": "networking-and-content-delivery",
  "route53resolver": "networking-and-content-delivery",
  "rtbfabric": "management-and-governance",
  "rum": "management-and-governance",
  "s3": "storage",
  "s3-object-lambda": "storage",
  "s3-outposts": "storage",
  "s3express": "storage",
  "s3files": "storage",
  "s3tables": "storage",
  "s3vectors": "storage",
  "sagemaker": "machine-learning-and-ai",
  "sagemaker-data-science-assistant": "machine-learning-and-ai",
  "sagemaker-geospatial": "machine-learning-and-ai",
  "sagemaker-mlflow": "machine-learning-and-ai",
  "sagemaker-unified-studio-mcp": "machine-learning-and-ai",
  "savingsplans": "cloud-financial-management",
  "scheduler": "application-integration",
  "schemas": "application-integration",
  "scn": "business-applications",
  "sdb": "analytics",
  "secretsmanager": "security-identity-and-compliance",
  "security-ir": "security-identity-and-compliance",
  "securityagent": "security-identity-and-compliance",
  "securityhub": "security-identity-and-compliance",
  "securitylake": "security-identity-and-compliance",
  "serverlessrepo": "compute",
  "servicecatalog": "management-and-governance",
  "servicediscovery": "networking-and-content-delivery",
  "serviceextract": "migration-and-transfer",
  "servicequotas": "management-and-governance",
  "ses": "business-applications",
  "shield": "security-identity-and-compliance",
  "signer": "security-identity-and-compliance",
  "signin": "security-identity-and-compliance",
  "simspaceweaver": "compute",
  "sms": "migration-and-transfer",
  "sms-voice": "business-applications",
  "snow-device-management": "migration-and-transfer",
  "snowball": "migration-and-transfer",
  "sns": "application-integration",
  "social-messaging": "business-applications",
  "sqlworkbench": "developer-tools",
  "sqs": "application-integration",
  "ssm": "management-and-governance",
  "ssm-contacts": "management-and-governance",
  "ssm-guiconnect": "management-and-governance",
  "ssm-incidents": "management-and-governance",
  "ssm-quicksetup": "management-and-governance",
  "ssm-sap": "management-and-governance",
  "ssmmessages": "management-and-governance",
  "sso": "security-identity-and-compliance",
  "sso-directory": "security-identity-and-compliance",
  "sso-oauth": "security-identity-and-compliance",
  "states": "application-integration",
  "storagegateway": "storage",
  "sts": "security-identity-and-compliance",
  "support": "management-and-governance",
  "support-console": "management-and-governance",
  "supportapp": "management-and-governance",
  "supportauthz": "management-and-governance",
  "supportplans": "management-and-governance",
  "sustainability": "management-and-governance",
  "swf": "application-integration",
  "synthetics": "management-and-governance",
  "tag": "management-and-governance",
  "tax": "cloud-financial-management",
  "textract": "machine-learning-and-ai",
  "thinclient": "end-user-computing",
  "timestream": "databases",
  "timestream-influxdb": "analytics",
  "tiros": "machine-learning-and-ai",
  "tnb": "networking-and-content-delivery",
  "transcribe": "machine-learning-and-ai",
  "transfer": "migration-and-transfer",
  "transform": "migration-and-transfer",
  "transform-custom": "migration-and-transfer",
  "translate": "machine-learning-and-ai",
  "trustedadvisor": "management-and-governance",
  "ts": "developer-tools",
  "user-subscriptions": "management-and-governance",
  "uxc": "front-end-web-and-mobile",
  "vendor-insights": "cloud-financial-management",
  "verified-access": "networking-and-content-delivery",
  "verifiedpermissions": "security-identity-and-compliance",
  "voiceid": "business-applications",
  "vpc-lattice": "networking-and-content-delivery",
  "vpc-lattice-svcs": "networking-and-content-delivery",
  "vpce": "networking-and-content-delivery",
  "waf": "security-identity-and-compliance",
  "waf-regional": "security-identity-and-compliance",
  "wafv2": "security-identity-and-compliance",
  "wam": "end-user-computing",
  "wellarchitected": "management-and-governance",
  "wickr": "business-applications",
  "wisdom": "business-applications",
  "workdocs": "business-applications",
  "worklink": "end-user-computing",
  "workmail": "business-applications",
  "workmailmessageflow": "business-applications",
  "workspaces": "end-user-computing",
  "workspaces-instances": "end-user-computing",
  "workspaces-web": "end-user-computing",
  "xray": "developer-tools"
}