BigML
DEVELOPER · DEVELOPER
Datasets, models, and predictions built under that account’s own key.
Acts as the person, not as itself
Each user connects their own account. Every call carries both identities — the agent and the person it is acting for — so the agent can never reach past what that individual can already do.
Credentials never touch the agent
Tokens live in the vault and attach server-side at call time. The agent holds a session, not a secret, and revoking access does not mean rotating a key.
Every call on the record
Who asked, which agent acted, which action ran, and the verdict that let it through — one audit trail across every integration, not one per vendor.
What an agent can do
Each action is granted on its own. An agent allowed to read is not thereby allowed to write, and the scope beside each row is what the acting user must have connected for it to run at all.
bigml_delete_anomaly_by_idWRITEAnomaly detector delete via DELETE /anomaly/{id}
bigml_delete_anomalyscore_by_idWRITEAnomaly score delete via DELETE /anomalyscore/{id}
bigml_delete_association_by_idWRITEAssociation delete via DELETE /association/{id}
bigml_delete_associationset_by_idWRITEAssociation set delete via DELETE /associationset/{id}
bigml_delete_batchanomalyscore_by_idWRITEBatch anomaly score delete via DELETE /batchanomalyscore/{id}
bigml_delete_batchcentroid_by_idWRITEBatch centroid delete via DELETE /batchcentroid/{id}
bigml_delete_batchprediction_by_idWRITEBatch prediction delete via DELETE /batchprediction/{id}
bigml_delete_batchprojection_by_idWRITEBatch projection delete via DELETE /batchprojection/{id}
bigml_delete_batchtopicdistribution_by_idWRITEBatch topic distribution delete via DELETE /batchtopicdistribution/{id}
bigml_delete_centroid_by_idWRITECentroid delete via DELETE /centroid/{id}
bigml_delete_cluster_by_idWRITECluster delete via DELETE /cluster/{id}
bigml_delete_composite_by_idWRITEComposite source delete via DELETE /composite/{id}
bigml_delete_configuration_by_idWRITEConfiguration delete via DELETE /configuration/{id}
bigml_delete_correlation_by_idWRITECorrelation delete via DELETE /correlation/{id}
bigml_delete_dataset_by_idWRITEDataset delete via DELETE /dataset/{id}
bigml_delete_deepnet_by_idWRITEDeepnet delete via DELETE /deepnet/{id}
bigml_delete_ensemble_by_idWRITEEnsemble delete via DELETE /ensemble/{id}
bigml_delete_evaluation_by_idWRITEEvaluation delete via DELETE /evaluation/{id}
bigml_delete_execution_by_idWRITEWhizzML execution delete via DELETE /execution/{id}
bigml_delete_externalconnector_by_idWRITEExternal connector delete via DELETE /externalconnector/{id}
bigml_delete_forecast_by_idWRITEForecast delete via DELETE /forecast/{id}
bigml_delete_fusion_by_idWRITEFusion delete via DELETE /fusion/{id}
bigml_delete_library_by_idWRITEWhizzML library delete via DELETE /library/{id}
bigml_delete_linearregression_by_idWRITELinear regression delete via DELETE /linearregression/{id}
bigml_delete_logisticregression_by_idWRITELogistic regression delete via DELETE /logisticregression/{id}
bigml_delete_model_by_idWRITEModel delete via DELETE /model/{id}
bigml_delete_optiml_by_idWRITEOptiML delete via DELETE /optiml/{id}
bigml_delete_pca_by_idWRITEPCA delete via DELETE /pca/{id}
bigml_delete_prediction_by_idWRITEPrediction delete via DELETE /prediction/{id}
bigml_delete_project_by_idWRITEProject delete via DELETE /project/{id}
bigml_delete_projection_by_idWRITEProjection delete via DELETE /projection/{id}
bigml_delete_sample_by_idWRITESample delete via DELETE /sample/{id}
bigml_delete_script_by_idWRITEWhizzML script delete via DELETE /script/{id}
bigml_delete_source_by_idWRITESource delete via DELETE /source/{id}
bigml_delete_statisticaltest_by_idWRITEStatistical test delete via DELETE /statisticaltest/{id}
bigml_delete_timeseries_by_idWRITETime series delete via DELETE /timeseries/{id}
bigml_delete_topicdistribution_by_idWRITETopic distribution delete via DELETE /topicdistribution/{id}
bigml_delete_topicmodel_by_idWRITETopic model delete via DELETE /topicmodel/{id}
bigml_get_anomalyREADAnomaly detector list via GET /anomaly
bigml_get_anomaly_by_idREADAnomaly detector get via GET /anomaly/{id}
bigml_get_anomalyscoreREADAnomaly score list via GET /anomalyscore
bigml_get_anomalyscore_by_idREADAnomaly score get via GET /anomalyscore/{id}
bigml_get_associationREADAssociation list via GET /association
bigml_get_association_by_idREADAssociation get via GET /association/{id}
bigml_get_associationsetREADAssociation set list via GET /associationset
bigml_get_associationset_by_idREADAssociation set get via GET /associationset/{id}
bigml_get_batchanomalyscoreREADBatch anomaly score list via GET /batchanomalyscore
bigml_get_batchanomalyscore_by_idREADBatch anomaly score get via GET /batchanomalyscore/{id}
bigml_get_batchcentroidREADBatch centroid list via GET /batchcentroid
bigml_get_batchcentroid_by_idREADBatch centroid get via GET /batchcentroid/{id}
bigml_get_batchpredictionREADBatch prediction list via GET /batchprediction
bigml_get_batchprediction_by_idREADBatch prediction get via GET /batchprediction/{id}
bigml_get_batchprojectionREADBatch projection list via GET /batchprojection
bigml_get_batchprojection_by_idREADBatch projection get via GET /batchprojection/{id}
bigml_get_batchtopicdistributionREADBatch topic distribution list via GET /batchtopicdistribution
bigml_get_batchtopicdistribution_by_idREADBatch topic distribution get via GET /batchtopicdistribution/{id}
bigml_get_centroidREADCentroid list via GET /centroid
bigml_get_centroid_by_idREADCentroid get via GET /centroid/{id}
bigml_get_clusterREADCluster list via GET /cluster
bigml_get_cluster_by_idREADCluster get via GET /cluster/{id}
bigml_get_compositeREADComposite source list via GET /composite
bigml_get_composite_by_idREADComposite source get via GET /composite/{id}
bigml_get_configurationREADConfiguration list via GET /configuration
bigml_get_configuration_by_idREADConfiguration get via GET /configuration/{id}
bigml_get_correlationREADCorrelation list via GET /correlation
bigml_get_correlation_by_idREADCorrelation get via GET /correlation/{id}
bigml_get_datasetREADDataset list via GET /dataset
bigml_get_dataset_by_idREADDataset get via GET /dataset/{id}
bigml_get_deepnetREADDeepnet list via GET /deepnet
bigml_get_deepnet_by_idREADDeepnet get via GET /deepnet/{id}
bigml_get_ensembleREADEnsemble list via GET /ensemble
bigml_get_ensemble_by_idREADEnsemble get via GET /ensemble/{id}
bigml_get_evaluationREADEvaluation list via GET /evaluation
bigml_get_evaluation_by_idREADEvaluation get via GET /evaluation/{id}
bigml_get_executionREADWhizzML execution list via GET /execution
bigml_get_execution_by_idREADWhizzML execution get via GET /execution/{id}
bigml_get_externalconnectorREADExternal connector list via GET /externalconnector
bigml_get_externalconnector_by_idREADExternal connector get via GET /externalconnector/{id}
bigml_get_forecastREADForecast list via GET /forecast
bigml_get_forecast_by_idREADForecast get via GET /forecast/{id}
bigml_get_fusionREADFusion list via GET /fusion
bigml_get_fusion_by_idREADFusion get via GET /fusion/{id}
bigml_get_libraryREADWhizzML library list via GET /library
bigml_get_library_by_idREADWhizzML library get via GET /library/{id}
bigml_get_linearregressionREADLinear regression list via GET /linearregression
bigml_get_linearregression_by_idREADLinear regression get via GET /linearregression/{id}
bigml_get_logisticregressionREADLogistic regression list via GET /logisticregression
bigml_get_logisticregression_by_idREADLogistic regression get via GET /logisticregression/{id}
bigml_get_modelREADModel list via GET /model
bigml_get_model_by_idREADModel get via GET /model/{id}
bigml_get_optimlREADOptiML list via GET /optiml
bigml_get_optiml_by_idREADOptiML get via GET /optiml/{id}
bigml_get_pcaREADPCA list via GET /pca
bigml_get_pca_by_idREADPCA get via GET /pca/{id}
bigml_get_predictionREADPrediction list via GET /prediction
bigml_get_prediction_by_idREADPrediction get via GET /prediction/{id}
bigml_get_projectREADProject list via GET /project
bigml_get_project_by_idREADProject get via GET /project/{id}
bigml_get_projectionREADProjection list via GET /projection
bigml_get_projection_by_idREADProjection get via GET /projection/{id}
bigml_get_sampleREADSample list via GET /sample
bigml_get_sample_by_idREADSample get via GET /sample/{id}
bigml_get_scriptREADWhizzML script list via GET /script
bigml_get_script_by_idREADWhizzML script get via GET /script/{id}
bigml_get_sourceREADSource list via GET /source
bigml_get_source_by_idREADSource get via GET /source/{id}
bigml_get_statisticaltestREADStatistical test list via GET /statisticaltest
bigml_get_statisticaltest_by_idREADStatistical test get via GET /statisticaltest/{id}
bigml_get_timeseriesREADTime series list via GET /timeseries
bigml_get_timeseries_by_idREADTime series get via GET /timeseries/{id}
bigml_get_topicdistributionREADTopic distribution list via GET /topicdistribution
bigml_get_topicdistribution_by_idREADTopic distribution get via GET /topicdistribution/{id}
bigml_get_topicmodelREADTopic model list via GET /topicmodel
bigml_get_topicmodel_by_idREADTopic model get via GET /topicmodel/{id}
bigml_post_anomalyWRITEAnomaly detector create via POST /anomaly
bigml_post_anomalyscoreWRITEAnomaly score create via POST /anomalyscore
bigml_post_associationWRITEAssociation create via POST /association
bigml_post_associationsetWRITEAssociation set create via POST /associationset
bigml_post_batchanomalyscoreWRITEBatch anomaly score create via POST /batchanomalyscore
bigml_post_batchcentroidWRITEBatch centroid create via POST /batchcentroid
bigml_post_batchpredictionWRITEBatch prediction create via POST /batchprediction
bigml_post_batchprojectionWRITEBatch projection create via POST /batchprojection
bigml_post_batchtopicdistributionWRITEBatch topic distribution create via POST /batchtopicdistribution
bigml_post_centroidWRITECentroid create via POST /centroid
bigml_post_clusterWRITECluster create via POST /cluster
bigml_post_compositeWRITEComposite source create via POST /composite
bigml_post_configurationWRITEConfiguration create via POST /configuration
bigml_post_correlationWRITECorrelation create via POST /correlation
bigml_post_datasetWRITEDataset create via POST /dataset
bigml_post_deepnetWRITEDeepnet create via POST /deepnet
bigml_post_ensembleWRITEEnsemble create via POST /ensemble
bigml_post_evaluationWRITEEvaluation create via POST /evaluation
bigml_post_executionWRITEWhizzML execution create via POST /execution
bigml_post_externalconnectorWRITEExternal connector create via POST /externalconnector
bigml_post_forecastWRITEForecast create via POST /forecast
bigml_post_fusionWRITEFusion create via POST /fusion
bigml_post_libraryWRITEWhizzML library create via POST /library
bigml_post_linearregressionWRITELinear regression create via POST /linearregression
bigml_post_logisticregressionWRITELogistic regression create via POST /logisticregression
bigml_post_modelWRITEModel create via POST /model
bigml_post_optimlWRITEOptiML create via POST /optiml
bigml_post_pcaWRITEPCA create via POST /pca
bigml_post_predictionWRITEPrediction create via POST /prediction
bigml_post_projectWRITEProject create via POST /project
bigml_post_projectionWRITEProjection create via POST /projection
bigml_post_sampleWRITESample create via POST /sample
bigml_post_scriptWRITEWhizzML script create via POST /script
bigml_post_sourceWRITESource create via POST /source
bigml_post_statisticaltestWRITEStatistical test create via POST /statisticaltest
bigml_post_timeseriesWRITETime series create via POST /timeseries
bigml_post_topicdistributionWRITETopic distribution create via POST /topicdistribution
bigml_post_topicmodelWRITETopic model create via POST /topicmodel
bigml_put_anomaly_by_idWRITEAnomaly detector update via PUT /anomaly/{id}
bigml_put_anomalyscore_by_idWRITEAnomaly score update via PUT /anomalyscore/{id}
bigml_put_association_by_idWRITEAssociation update via PUT /association/{id}
bigml_put_associationset_by_idWRITEAssociation set update via PUT /associationset/{id}
bigml_put_batchanomalyscore_by_idWRITEBatch anomaly score update via PUT /batchanomalyscore/{id}
bigml_put_batchcentroid_by_idWRITEBatch centroid update via PUT /batchcentroid/{id}
bigml_put_batchprediction_by_idWRITEBatch prediction update via PUT /batchprediction/{id}
bigml_put_batchprojection_by_idWRITEBatch projection update via PUT /batchprojection/{id}
bigml_put_batchtopicdistribution_by_idWRITEBatch topic distribution update via PUT /batchtopicdistribution/{id}
bigml_put_centroid_by_idWRITECentroid update via PUT /centroid/{id}
bigml_put_cluster_by_idWRITECluster update via PUT /cluster/{id}
bigml_put_composite_by_idWRITEComposite source update via PUT /composite/{id}
bigml_put_configuration_by_idWRITEConfiguration update via PUT /configuration/{id}
bigml_put_correlation_by_idWRITECorrelation update via PUT /correlation/{id}
bigml_put_dataset_by_idWRITEDataset update via PUT /dataset/{id}
bigml_put_deepnet_by_idWRITEDeepnet update via PUT /deepnet/{id}
bigml_put_ensemble_by_idWRITEEnsemble update via PUT /ensemble/{id}
bigml_put_evaluation_by_idWRITEEvaluation update via PUT /evaluation/{id}
bigml_put_execution_by_idWRITEWhizzML execution update via PUT /execution/{id}
bigml_put_externalconnector_by_idWRITEExternal connector update via PUT /externalconnector/{id}
bigml_put_forecast_by_idWRITEForecast update via PUT /forecast/{id}
bigml_put_fusion_by_idWRITEFusion update via PUT /fusion/{id}
bigml_put_library_by_idWRITEWhizzML library update via PUT /library/{id}
bigml_put_linearregression_by_idWRITELinear regression update via PUT /linearregression/{id}
bigml_put_logisticregression_by_idWRITELogistic regression update via PUT /logisticregression/{id}
bigml_put_model_by_idWRITEModel update via PUT /model/{id}
bigml_put_optiml_by_idWRITEOptiML update via PUT /optiml/{id}
bigml_put_pca_by_idWRITEPCA update via PUT /pca/{id}
bigml_put_prediction_by_idWRITEPrediction update via PUT /prediction/{id}
bigml_put_project_by_idWRITEProject update via PUT /project/{id}
bigml_put_projection_by_idWRITEProjection update via PUT /projection/{id}
bigml_put_sample_by_idWRITESample update via PUT /sample/{id}
bigml_put_script_by_idWRITEWhizzML script update via PUT /script/{id}
bigml_put_source_by_idWRITESource update via PUT /source/{id}
bigml_put_statisticaltest_by_idWRITEStatistical test update via PUT /statisticaltest/{id}
bigml_put_timeseries_by_idWRITETime series update via PUT /timeseries/{id}
bigml_put_topicdistribution_by_idWRITETopic distribution update via PUT /topicdistribution/{id}
bigml_put_topicmodel_by_idWRITETopic model update via PUT /topicmodel/{id}
Often connected alongside
Put BigML behind one governed endpoint.
Same permissions, same audit trail, whatever else you connect next.