slug: amazon-neptune
provider: Amazon Neptune
generated_by: planning/capability-mapping/scripts/classify_capabilities.py
model: claude-opus-5
frame:
- Banking & Capital Markets
- Software & Technology
min_confidence: 0.7
capability_model:
  source: https://github.com/vincentmakes/turbo-ea-capabilities
  license: CC-BY-4.0
  attribution: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities,
    CC BY 4.0
  notice: NOTICE
edge_count: 10
edges:
- tag: ML
  spec_file: amazon-neptune-ml-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.85
  evidence: POST /ml/modeltraining startMLModelTrainingJob "Start an ML Model Training Job"
  reason: Data processing, model training, model transform and endpoint operations together constitute
    an ML model lifecycle / MLOps surface.
- tag: Inference Endpoints
  spec_file: amazon-neptune-inference-endpoints-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.8
  evidence: POST /ml/endpoints createInferenceEndpoint "Create an ML Inference Endpoint"
  reason: Lifecycle of machine-learning inference endpoints is model deployment/serving — AI/ML model
    lifecycle and MLOps.
- tag: DB Clusters
  spec_file: amazon-neptune-db-clusters-api-openapi.yml
  capability_id: BC-600.50
  capability_id_l1: BC-600
  capability_name: IT Infrastructure Management
  confidence: 0.75
  evidence: createDBCluster  Amazon Neptune Create a New Neptune DB Cluster
  reason: Create/delete/modify/start/stop/failover of managed graph database clusters is cloud compute
    and storage infrastructure management.
- tag: DB Instances
  spec_file: amazon-neptune-db-instances-api-openapi.yml
  capability_id: BC-600.50
  capability_id_l1: BC-600
  capability_name: IT Infrastructure Management
  confidence: 0.75
  evidence: createDBInstance  Amazon Neptune Create a New Neptune DB Instance
  reason: Provisioning, modifying and rebooting managed database instances is cloud infrastructure lifecycle
    management.
- tag: Graphs
  spec_file: amazon-neptune-graphs-api-openapi.yml
  capability_id: BC-600.50
  capability_id_l1: BC-600
  capability_name: IT Infrastructure Management
  confidence: 0.75
  evidence: POST /graphs createGraph "Create a Neptune Analytics Graph"
  reason: CRUD and reset of managed graph database resources is provisioning and stewardship of cloud
    data infrastructure.
- tag: Model Training
  spec_file: amazon-neptune-model-training-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.75
  evidence: POST /ml/modeltraining  createModelTrainingJob  Amazon Neptune Create an ML Model Training
    Job
  reason: Operations create, list, monitor and stop machine-learning model training jobs — the training
    stage of the AI/ML model lifecycle (MLOps), which is what Artificial Intelligence Management covers.
    Not a graph-query or infrastructure surface.
- tag: Data Processing
  spec_file: amazon-neptune-data-processing-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.72
  evidence: POST /ml/dataprocessing createDataProcessingJob "Create an ML Data Processing Job"
  reason: Operations create, list, monitor and stop ML data-processing jobs — the feature-preparation
    stage of a machine-learning pipeline, i.e. MLOps tooling, not a business data-domain capability.
- tag: Global Clusters
  spec_file: amazon-neptune-global-clusters-api-openapi.yml
  capability_id: BC-600.50
  capability_id_l1: BC-600
  capability_name: IT Infrastructure Management
  confidence: 0.7
  evidence: POST /?Action=CreateGlobalCluster "Create a Neptune Global Database Cluster"
  reason: Provisioning and describing multi-region database clusters is cloud infrastructure provisioning,
    mapping to IT Infrastructure Management.
- tag: Model Transform
  spec_file: amazon-neptune-model-transform-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /ml/modeltransform  createModelTransformJob  Amazon Neptune Create an ML Model Transform
    Job
  reason: Model transform jobs are part of the Neptune ML pipeline (regenerating model artefacts after
    data changes), i.e. ML model lifecycle/MLOps operations. Slightly thinner evidence than the training
    tag, hence lower confidence.
- tag: Subnet Groups
  spec_file: amazon-neptune-subnet-groups-api-openapi.yml
  capability_id: BC-600.50
  capability_id_l1: BC-600
  capability_name: IT Infrastructure Management
  confidence: 0.7
  evidence: POST /?Action=CreateDBSubnetGroup  createDBSubnetGroup  Amazon Neptune Create a New DB Subnet
    Group
  reason: DB subnet groups define the VPC subnets a database cluster runs in — pure network/compute infrastructure
    provisioning for the managed service.