slug: amazon-comprehend provider: Amazon Comprehend generated_by: planning/capability-mapping/scripts/classify_capabilities.py model: claude-opus-5 frame: - 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: 56 edges: - tag: '#X Amz Target=Comprehend 20171127.CreateDocumentClassifier' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-createdocumentclassifier-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: CreateDocumentClassifier Amazon Comprehend Create Document Classifier; schemas DocumentClassifierArn, AugmentedManifestsListItem reason: Trains a custom ML model; explicit AI/ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.CreateEntityRecognizer' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-createentityrecognizer-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: CreateEntityRecognizer Amazon Comprehend Create Entity Recognizer; schemas EntityRecognizerInputDataConfig, EntityRecognizerAnnotations reason: Trains a custom entity recognition model — AI/ML model lifecycle. - tag: '#X Amz Target=Comprehend 20171127.DeleteFlywheel' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-deleteflywheel-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DeleteFlywheel Amazon Comprehend Delete Flywheel; schemas ComprehendFlywheelArn reason: A Comprehend flywheel is the ML model training/retraining lifecycle construct; deleting it is AI/ML model lifecycle (MLOps) management, mapping to Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeDocumentClassificationJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describedocumentclassificationjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeDocumentClassificationJob ... schemas DocumentClassificationJobProperties, DocumentClassifierArn reason: Inspects an ML inference job run with a custom document classifier — ML model operations, mapping to Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeDocumentClassifier' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describedocumentclassifier-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeDocumentClassifier ... schemas DocumentClassifierProperties, ModelStatus reason: Describes a trained custom classification model including ModelStatus — ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.DescribeDominantLanguageDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describedominantlanguagedetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeDominantLanguageDetectionJob ... schemas DominantLanguageDetectionJobProperties reason: Describes an NLP/ML batch inference job for language detection — AI/ML service operation under Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeEndpoint' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeendpoint-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeEndpoint ... schemas EndpointProperties, InferenceUnitsInteger, ComprehendModelArn reason: Describes a real-time model inference endpoint with inference units — model serving/MLOps, i.e. Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeEntitiesDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeentitiesdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeEntitiesDetectionJob ... schemas EntitiesDetectionJobProperties, EntityRecognizerArn reason: Describes an ML entity-recognition inference job — NLP model operations, mapping to Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeEntityRecognizer' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeentityrecognizer-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeEntityRecognizer ... schemas EntityRecognizerProperties, EntityTypesEvaluationMetrics, ModelStatus reason: Describes a custom trained entity-recognition model with evaluation metrics and status — ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.DescribeEventsDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeeventsdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeEventsDetectionJob ... schemas EventsDetectionJobProperties, TargetEventTypes reason: Describes an NLP events-detection inference job over documents — AI/ML service operation, not business event management. - tag: '#X Amz Target=Comprehend 20171127.DescribeFlywheel' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeflywheel-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeFlywheel ... schemas FlywheelProperties, FlywheelStatus, ModelType, DocumentClassificationConfig reason: Flywheel describes the continuous model training/retraining configuration for custom NLP models — MLOps under Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DescribeFlywheelIteration' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describeflywheeliteration-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.85 evidence: DescribeFlywheelIteration ... schemas FlywheelModelEvaluationMetrics, FlywheelIterationStatus reason: Describes a model retraining iteration with model evaluation metrics — ML model lifecycle/MLOps management. - tag: '#X Amz Target=Comprehend 20171127.ListFlywheelIterationHistory' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listflywheeliterationhistory-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.82 evidence: 'ListFlywheelIterationHistory ... schemas: FlywheelIterationStatus, FlywheelModelEvaluationMetrics, ComprehendModelArn' reason: Flywheel iterations track retraining runs and model evaluation metrics for Comprehend custom models — an ML model lifecycle / MLOps surface, mapping to Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.ListFlywheels' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listflywheels-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.82 evidence: 'ListFlywheels ... schemas: FlywheelStatus, ModelType, ComprehendModelArn, FlywheelSummary' reason: Lists flywheels that orchestrate dataset accumulation and custom model retraining — ML model lifecycle management (MLOps). - tag: '#X Amz Target=Comprehend 20171127.CreateFlywheel' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-createflywheel-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: CreateFlywheel Amazon Comprehend Create Flywheel; schemas DocumentClassificationConfig, TaskConfig, DataSecurityConfig reason: Flywheel orchestrates iterative model training/retraining datasets — MLOps within Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DeleteDocumentClassifier' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-deletedocumentclassifier-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: DeleteDocumentClassifier Amazon Comprehend Delete Document Classifier; DocumentClassifierArn reason: Retirement of a trained ML model — model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.DeleteEntityRecognizer' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-deleteentityrecognizer-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: DeleteEntityRecognizer Amazon Comprehend Delete Entity Recognizer; EntityRecognizerArn reason: Deletes a custom trained NLP model — AI/ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.DescribeDataset' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-describedataset-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: DescribeDataset Amazon Comprehend Describe Dataset; schemas DatasetProperties, DatasetType, ComprehendDatasetArn reason: Describes a training dataset used to build custom NLP models — part of the ML model lifecycle, hence Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.ImportModel' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-importmodel-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: ImportModel Amazon Comprehend Import Model ... ImportModelRequest, ComprehendModelArn reason: Importing a trained NLP model is squarely AI/ML model lifecycle (MLOps) management. - tag: '#X Amz Target=Comprehend 20171127.StartDocumentClassificationJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startdocumentclassificationjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: StartDocumentClassificationJob ... DocumentClassifierArn, InputDataConfig, OutputDataConfig reason: Starts an ML classification inference job against a trained document classifier — AI/ML model operation. - tag: '#X Amz Target=Comprehend 20171127.StartEntitiesDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startentitiesdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: StartEntitiesDetectionJob ... EntityRecognizerArn, StartEntitiesDetectionJobRequest reason: Starts an ML entity-recognition inference job using a trained recognizer — AI/ML model operation, not master data or customer identification. - tag: '#X Amz Target=Comprehend 20171127.StopTrainingDocumentClassifier' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-stoptrainingdocumentclassifier-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: StopTrainingDocumentClassifier Amazon Comprehend Stop Training Document Classifier reason: Explicitly stops model training for a custom classifier — model lifecycle / MLOps operation. - tag: '#X Amz Target=Comprehend 20171127.StopTrainingEntityRecognizer' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-stoptrainingentityrecognizer-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.8 evidence: StopTrainingEntityRecognizer Amazon Comprehend Stop Training Entity Recognizer reason: Stops training of a custom entity recognition model — clearly AI/ML model lifecycle (MLOps) management. - tag: '#X Amz Target=Comprehend 20171127.ListKeyPhrasesDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listkeyphrasesdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: ListKeyPhrasesDetectionJobs Amazon Comprehend List Key Phrases Detection Jobs; KeyPhrasesDetectionJobProperties reason: Managing NLP inference jobs (key phrase extraction) on a managed ML service — AI/ML capability, not a domain business process. - tag: '#X Amz Target=Comprehend 20171127.ListSentimentDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listsentimentdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: ListSentimentDetectionJobs ... SentimentDetectionJobProperties, SentimentDetectionJobFilter reason: Lists ML sentiment-analysis inference jobs on arbitrary documents; generic NLP/AI capability rather than customer feedback management. - tag: '#X Amz Target=Comprehend 20171127.ListTargetedSentimentDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listtargetedsentimentdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: ListTargetedSentimentDetectionJobs ... TargetedSentimentDetectionJobFilter reason: Management of ML targeted-sentiment inference jobs — AI/ML model operation. - tag: '#X Amz Target=Comprehend 20171127.ListTopicsDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listtopicsdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: ListTopicsDetectionJobs ... TopicsDetectionJobProperties reason: Topic modeling inference jobs on document sets — machine learning capability. - tag: '#X Amz Target=Comprehend 20171127.StartDominantLanguageDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startdominantlanguagedetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: StartDominantLanguageDetectionJob Amazon Comprehend Start Dominant Language Detection Job reason: Launches an NLP language-detection inference job on a managed ML service — AI/ML capability. - tag: '#X Amz Target=Comprehend 20171127.StartFlywheelIteration' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startflywheeliteration-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.78 evidence: StartFlywheelIteration Amazon Comprehend Start Flywheel Iteration; schemas ComprehendFlywheelArn, FlywheelIterationId reason: Comprehend flywheels orchestrate iterative custom-model training/evaluation — squarely AI/ML model lifecycle (MLOps). - tag: '#X Amz Target=Comprehend 20171127.CreateDataset' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-createdataset-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: CreateDataset Amazon Comprehend Create Dataset; schemas DatasetDocumentClassifierInputDataConfig, DatasetEntityRecognizerAnnotations reason: Creates training datasets for custom NLP models — squarely ML model lifecycle / MLOps. - tag: '#X Amz Target=Comprehend 20171127.CreateEndpoint' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-createendpoint-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: CreateEndpoint Amazon Comprehend Create Endpoint; schemas ComprehendModelArn, InferenceUnitsInteger reason: Provisions a real-time inference endpoint for a Comprehend model — model deployment/MLOps within AI management. - tag: '#X Amz Target=Comprehend 20171127.DetectTargetedSentiment' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-detecttargetedsentiment-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: 'POST /#X-Amz-Target=Comprehend_20171127.DetectTargetedSentiment DetectTargetedSentiment ... schemas: SentimentScore, TargetedSentimentEntity' reason: An ML inference operation of an NLP service ('uses machine learning to uncover information in unstructured data'). This realises AI/ML capability delivery rather than any business-domain function; the sentiment output is generic text analysis, not a customer-feedback programme. - tag: '#X Amz Target=Comprehend 20171127.ListDocumentClassifierSummaries' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listdocumentclassifiersummaries-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: ListDocumentClassifierSummaries ... DocumentClassifierSummary, ModelStatus, VersionName reason: Enumerates trained classifier models with status and version — AI/ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.ListDocumentClassifiers' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listdocumentclassifiers-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: ListDocumentClassifiers ... DocumentClassifierProperties, ModelStatus reason: Model registry style listing of custom classification models, i.e. MLOps/model lifecycle. - tag: '#X Amz Target=Comprehend 20171127.ListEntityRecognizerSummaries' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listentityrecognizersummaries-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: ListEntityRecognizerSummaries ... EntityRecognizerSummary, ModelStatus, VersionName reason: Summarises trained entity-recognition models with status/version — AI/ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.ListEntityRecognizers' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listentityrecognizers-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: ListEntityRecognizers ... EntityRecognizerProperties, EntityTypesEvaluationMetrics, EntityRecognizerInputDataConfig reason: Custom model listing including training data config and evaluation metrics — clearly ML model lifecycle/MLOps. - tag: '#X Amz Target=Comprehend 20171127.ListPiiEntitiesDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listpiientitiesdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: ListPiiEntitiesDetectionJobs ... PiiEntitiesDetectionMode, RedactionConfig, MaskCharacter reason: ML-based PII detection/redaction jobs. Primarily an AI/ML inference job surface; privacy is the downstream use case, not what the API manages. - tag: '#X Amz Target=Comprehend 20171127.UpdateFlywheel' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-updateflywheel-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.75 evidence: UpdateFlywheel ... FlywheelProperties, FlywheelIterationId, DocumentClassificationConfig, TaskConfig reason: Flywheel is Comprehend's construct for continuous model retraining/iteration — ML model lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.BatchDetectSyntax' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-batchdetectsyntax-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: POST /#X-Amz-Target=Comprehend_20171127.BatchDetectSyntax BatchDetectSyntax; schemas PartOfSpeechTag, SyntaxToken reason: NLP inference operation of a managed ML service; closest honest mapping is Artificial Intelligence Management (AI/ML model lifecycle and inference). Confidence moderate since this is a runtime inference call rather than model lifecycle governance. - tag: '#X Amz Target=Comprehend 20171127.ClassifyDocument' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-classifydocument-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: ClassifyDocument Amazon Comprehend Classify Document; schemas DocumentClass, DocumentClassifierEndpointArn reason: Runs a custom ML classifier over documents — AI/ML model usage, part of Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DeleteEndpoint' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-deleteendpoint-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: DeleteEndpoint Amazon Comprehend Delete Endpoint; ComprehendEndpointArn reason: Decommissions an ML inference endpoint; AI/ML deployment lifecycle. Somewhat plumbing-like, hence moderate confidence. - tag: '#X Amz Target=Comprehend 20171127.DetectDominantLanguage' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-detectdominantlanguage-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: '"DetectDominantLanguage Amazon Comprehend Detect Dominant Language"; schemas ListOfDominantLanguages, DominantLanguage' reason: Synchronous ML inference call for language identification — an AI/NLP service capability; nothing business-domain specific. - tag: '#X Amz Target=Comprehend 20171127.DetectEntities' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-detectentities-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: '"DetectEntities"; schemas ListOfEntities, Entity, EntityType, DocumentMetadata' reason: Named-entity recognition inference over documents. AI/ML inference capability; 'Entities' here are NLP text entities, not customer or master-data records. - tag: '#X Amz Target=Comprehend 20171127.DetectKeyPhrases' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-detectkeyphrases-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: '"DetectKeyPhrases"; schemas ListOfKeyPhrases, KeyPhrase, LanguageCode' reason: Real-time NLP model inference extracting key phrases from text — Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.DetectSyntax' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-detectsyntax-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: '"DetectSyntax"; schemas SyntaxToken, PartOfSpeechTag, ListOfSyntaxTokens' reason: Part-of-speech / syntax parsing inference — pure NLP model capability under Artificial Intelligence Management. - tag: '#X Amz Target=Comprehend 20171127.ListDocumentClassificationJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listdocumentclassificationjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: ListDocumentClassificationJobs ... DocumentClassificationJobProperties, DocumentClassifierArn reason: Lists ML batch inference jobs run against a document classifier — operational ML pipeline management within AI/ML lifecycle. - tag: '#X Amz Target=Comprehend 20171127.ListDominantLanguageDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listdominantlanguagedetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: ListDominantLanguageDetectionJobs ... DominantLanguageDetectionJobProperties, InputDataConfig reason: Lists asynchronous ML language-detection jobs over document inputs — AI/ML inference pipeline operation. - tag: '#X Amz Target=Comprehend 20171127.ListEntitiesDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listentitiesdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: ListEntitiesDetectionJobs ... EntitiesDetectionJobProperties, EntityRecognizerArn reason: Lists ML entity-recognition inference jobs; realises AI/ML lifecycle operations, not a domain business capability. - tag: '#X Amz Target=Comprehend 20171127.ListEventsDetectionJobs' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-listeventsdetectionjobs-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: ListEventsDetectionJobs ... EventsDetectionJobFilter, TargetEventTypes, InputDataConfig reason: '''Events'' here are NLP-extracted event types in documents, not system events; the operation lists ML detection jobs, so AI/ML management applies.' - tag: '#X Amz Target=Comprehend 20171127.StartEventsDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-starteventsdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: POST ... StartEventsDetectionJob Amazon Comprehend Start Events Detection Job — "natural language processing (NLP) service that uses machine learning to uncover information in unstructured data" reason: Asynchronous ML inference job over document corpora; this is operation of a machine-learning/NLP service, best placed under AI/ML lifecycle within Information & Data Management. Not an events/business-event capability despite the tag word 'Events'. - tag: '#X Amz Target=Comprehend 20171127.StartKeyPhrasesDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startkeyphrasesdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StartKeyPhrasesDetectionJob Amazon Comprehend Start Key Phrases Detection Job reason: Batch NLP inference job (key phrase extraction) on stored documents; an AI/ML service operation, no business-domain capability implied. - tag: '#X Amz Target=Comprehend 20171127.StartSentimentDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-startsentimentdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StartSentimentDetectionJob Amazon Comprehend Start Sentiment Detection Job reason: Batch ML sentiment inference job; AI/ML service operation rather than, e.g., customer feedback management (no survey/VoC constructs in the schemas). - tag: '#X Amz Target=Comprehend 20171127.StartTargetedSentimentDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-starttargetedsentimentdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StartTargetedSentimentDetectionJob Amazon Comprehend Start Targeted Sentiment Detection Job reason: Same as sentiment job — asynchronous ML inference over documents, mapped to AI/ML lifecycle management. - tag: '#X Amz Target=Comprehend 20171127.StartTopicsDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-starttopicsdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StartTopicsDetectionJob Amazon Comprehend Start Topics Detection Job reason: Topic-modelling ML job over an input data config in S3; AI/ML service operation. - tag: '#X Amz Target=Comprehend 20171127.StopSentimentDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-stopsentimentdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StopSentimentDetectionJob Amazon Comprehend Stop Sentiment Detection Job reason: Managing an ML/NLP inference job lifecycle in a machine-learning service; closest honest fit is AI/ML model lifecycle management under Information & Data Management. Confidence moderate as this is job control plumbing on an ML platform. - tag: '#X Amz Target=Comprehend 20171127.StopTargetedSentimentDetectionJob' spec_file: amazon-comprehend-x-amz-target-comprehend-20171127-stoptargetedsentimentdetectionjob-api-openapi.yml capability_id: BC-610.60 capability_id_l1: BC-610 capability_name: Artificial Intelligence Management confidence: 0.7 evidence: StopTargetedSentimentDetectionJob Amazon Comprehend Stop Targeted Sentiment Detection Job reason: Control of an NLP/ML analysis job on a machine-learning service; maps to AI/ML lifecycle operations rather than any industry business capability.