Bigml
for LuumenAI

Read your BigML resources, then rename or retag a source as an approved step

Connect BigML with an API key and Luumen can read across your account: projects, sources, external connectors, configurations, and the long lists of anomaly detectors, associations, batch predictions, centroids, and projections. Ask what exists and get an answer. When something needs to change, Luumen shows the edit first and waits for your approval.

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The Bigml toolbox

45 tools: 41 read, 4 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadGet ConfigurationRetrieves complete details of a BigML configuration by its ID to get stored parameters.
  • ReadGet External ConnectorRetrieves complete details of a BigML external connector by its ID.
  • ReadGet ProjectRetrieve details of a project by ID.
  • ReadGet SourceRetrieves complete details of a BigML source by its ID.
  • ReadList Anomaly DetectorsList anomaly detector resources in your account.
  • ReadList Anomaly ScoresList anomaly score resources.
  • ReadList AssociationsList association resources.
  • ReadList Association SetsList association set resources in your account.
  • ReadList Batch Anomaly ScoresList batch anomaly score resources.
  • ReadList Batch CentroidsList all batch centroid resources in your account with support for filtering, ordering, and pagination.
  • ReadList Batch PredictionsList batch prediction resources.
  • ReadList Batch ProjectionsList batch projection resources with support for filtering, ordering, and pagination.
  • ReadList Batch Topic DistributionsList batch topic distribution resources.
  • ReadList CentroidsList centroid resources.
  • ReadList ClustersList cluster resources with support for filtering, ordering, and pagination.
  • ReadList CompositesList composite source resources.
  • ReadList ConfigurationsList all configuration resources in your account.
  • ReadList CorrelationsList correlation resources.
  • ReadList DatasetsList dataset resources.
  • ReadList DeepnetsList deep neural network resources.
  • ReadList EnsemblesList ensemble resources with filtering, ordering, and pagination support.
  • ReadList EvaluationsList evaluation resources.
  • ReadList ExecutionsList execution resources.
  • ReadList ForecastsList forecast resources.
  • ReadList FusionsList fusion resources.
  • ReadList LibrariesList WhizzML library resources.
  • ReadList Linear RegressionsList linear regression resources.
  • ReadList Logistic RegressionsList logistic regression resources.
  • ReadList ModelsList model resources.
  • ReadList OptiMLsList OptiML resources in your account.
  • ReadList PCAsList PCA resources.
  • ReadList PredictionsList prediction resources.
  • ReadList ProjectionsList projection resources with support for filtering, ordering, and pagination.
  • ReadList ProjectsList all project resources in your account with support for filtering, ordering, and pagination.
  • ReadList SamplesList sample resources.
  • ReadList ScriptsList WhizzML script resources.
  • ReadList SourcesList source resources in your account.
  • ReadList Statistical TestsList statistical test resources.
  • ReadList Time SeriesList time series resources.
  • ReadList Topic DistributionsList topic distribution resources.
  • ReadList Topic ModelsList topic model resources.
  • WriteCreate External ConnectorCreate a new external connector for data sources. Approval by default
  • WriteCreate ProjectCreate a new project. Approval by default
  • WriteDelete ProjectDelete an existing project. Approval by default
  • WriteUpdate SourceUpdate a source's name, description, tags, or parsing configuration. Approval by default

One prompt, start to finish

What a governed Bigml run looks like inside Luumen.

Questions

How does LuumenAI connect to Bigml?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in Bigml on its own?

Read actions answer immediately. Anything that writes — create external connector, create project, delete project, update source — is shown as a plan and requires approval by default, including the 1 action classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to Bigml — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task statusAffindaRead parsed documents, collections, and annotations — change them with approvalAgent MailGive the agent its own mailbox for reading threads and sending updatesAI/ML APIInspect assistants, threads, and runs — and change them as approved steps

Put Bigml to work with Luumen

Connect in minutes. Every action scoped, approved, and audited from day one.

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