Faraday
for LuumenAI
Read Faraday accounts, cohorts, and datasets, then archive what is stale
Connect Faraday and your agent can read the account structure behind your prediction workflows: cohorts, datasets, connections, targets, ingress logs, and billing. Ask what a cohort covers or which datasets a connection feeds, and get the answer from the live account. Cleanup steps, like archiving a dataset that no longer ingests, are previewed and sent for approval first.
The Faraday toolbox
117 tools: 52 read, 65 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadGet AccountRetrieve detailed information about a Faraday account by its UUID.
- ReadList AccountsList all Faraday accounts accessible by the current user.
- ReadGet Accounts BillingGet billing information about your account.
- ReadGet CohortRetrieve a specific cohort by ID.
- ReadGet Cohort Membership AnalysisGet cohort membership counts over time for a specific cohort.
- ReadList CohortsList all cohorts in your Faraday account.
- ReadGet Connection DatasetsRetrieve all datasets that use a specific connection.
- ReadGet Connection TargetsRetrieve all targets that use a specific connection.
- ReadGet Current AccountRetrieve the current account information.
- ReadGet Current Account BillingRetrieve billing information about the current account.
- ReadGet DatasetRetrieve a dataset by its UUID.
- ReadGet Dataset Ingress LogsRetrieve dataset ingress metrics over time.
- ReadList Feature StoresList all feature stores.
- ReadGet Dependency GraphRetrieve the complete dependency graph for all resources on an account.
- ReadGet Market Opportunity AnalysesRetrieve all market opportunity analyses from Faraday.
- ReadGet OutcomeRetrieve an outcome by its ID.
- ReadList OutcomesList all outcomes for the account.
- ReadGet Persona SetRetrieve a persona set by its UUID.
- ReadGet Persona Set Analysis FlowRetrieve the flow of persona sets over time, showing how individuals move between different personas.
- ReadList Persona SetsList all persona sets.
- ReadGet Persona Set Analysis DimensionsGet various trait breakdown information about a persona set.
- ReadGet PlaceRetrieve a specific place by its UUID.
- ReadList PlacesList all places in Faraday.
- ReadList RecommendersList all recommenders.
- ReadGet ScopeRetrieve detailed information about a Faraday scope by its UUID.
- ReadGet Scope AnalysisGet analysis for a scope including outcomes and recommenders with probability distributions.
- ReadGet Scope DatasetsRetrieve all datasets associated with a Faraday scope.
- ReadGet Scope EfficacyRetrieve efficacy metrics for a scope.
- ReadGet Scope Payload CohortsGet payload cohorts for a specific scope.
- ReadGet Scope Payload OutcomesRetrieve payload outcomes for a specific scope.
- ReadGet Scope Payload Persona SetsGet payload persona sets for a specific scope.
- ReadGet Scope Payload RecommendersRetrieve payload recommenders for a specific scope.
- ReadGet Scope Population Exclusion CohortsGet population exclusion cohorts for a scope.
- ReadGet Scope Population CohortsGet population cohorts for a specific scope.
- ReadGet Scope TargetsGet all targets for a specific scope.
- ReadGet StreamRetrieve a stream by its UUID or name.
- ReadList StreamsList all streams in your Faraday account.
- ReadGet Streams AnalysisGet the count of stream events emitted over a time period.
- ReadGet TargetRetrieve a specific target by its UUID from Faraday.
- ReadGet Target AnalysisRetrieve a target's analysis including geographic distributions and trait breakdowns.
- ReadGet TraitRetrieve a specific trait by ID.
- ReadGet Trait Analysis DimensionsRetrieve the percentage of the US population that falls into each category of a trait.
- ReadGet Traits CSVRetrieve all user-defined and Faraday-provided traits in CSV format.
- ReadGet UploadDownload a previously uploaded file from a Faraday dataset directory.
- ReadList Uploaded FilesRetrieve the list of previously uploaded files in Faraday.
- ReadGet UsagesRetrieve usage statistics for your Faraday account.
- ReadGet Webhook EndpointRetrieve a webhook endpoint by its UUID.
- ReadList Webhook EndpointsList all webhook endpoints configured for the account.
- ReadList AttributesList all attributes in the feature store.
- ReadList ConnectionsList all connections configured in Faraday.
- ReadList ScopesList all scopes.
- ReadList TargetsList all targets in your Faraday account.
- WriteArchive CohortArchive a cohort in Faraday. Approval by default
- WriteArchive ConnectionArchive a connection in Faraday. Approval by default
- WriteArchive DatasetArchive a dataset in Faraday. Approval by default
- WriteArchive OutcomeArchive an outcome in Faraday. Approval by default
- WriteArchive Persona SetArchive a persona set in Faraday. Approval by default
- WriteArchive PlaceArchive a place in Faraday. Approval by default
- WriteArchive ScopeArchive a scope in Faraday. Approval by default
- WriteArchive StreamArchive a stream in Faraday. Approval by default
- WriteArchive TargetArchive a target in Faraday. Approval by default
- WriteArchive TraitArchive a trait in Faraday. Approval by default
- WriteCreate AccountCreate a new Faraday account with specified name and branding. Approval by default
- WriteCreate CohortsCreate a new cohort in Faraday. Approval by default
- WriteCreate DatasetCreate a new dataset in Faraday. Approval by default
- WriteCreate OutcomeCreate a new outcome. Approval by default
- WriteCreate Persona SetCreate a new persona set. Approval by default
- WriteCreate PlaceCreate a new place in Faraday. Approval by default
- WriteCreate ScopeCreate a new scope in Faraday. Approval by default
- WriteCreate StreamCreate a new stream or find an existing stream by name. Approval by default
- WriteCreate Target PreviewStart a preview delivery for a target. Approval by default
- WriteCreate TargetCreate a target in Faraday. Approval by default
- WriteCreate TraitCreate a new trait in Faraday. Approval by default
- WriteCreate Webhook EndpointCreate a new webhook endpoint. Approval by default
- WriteDelete AccountDelete an account by its UUID. Approval by default
- WriteDelete All Orphaned TraitsDelete all orphaned traits from Faraday. Approval by default
- WriteDelete CohortPermanently delete a cohort from Faraday. Approval by default
- WriteDelete ConnectionDelete a Faraday connection by its UUID. Approval by default
- WriteDelete DatasetDelete a dataset from Faraday. Approval by default
- WriteDelete OutcomeDelete an outcome by its UUID. Approval by default
- WriteDelete Persona SetDelete a persona set. Approval by default
- WriteDelete PlaceDelete a place by its UUID. Approval by default
- WriteDelete ScopeDelete a scope by its UUID. Approval by default
- WriteDelete StreamDelete a stream by its UUID or name. Approval by default
- WriteDelete TargetDelete a target by its UUID. Approval by default
- WriteDelete UploadPermanently deletes a file from a Faraday dataset directory. Approval by default
- WriteDelete Webhook EndpointDelete a webhook endpoint by its UUID. Approval by default
- WriteForce Update CohortTrigger a rerun for a cohort. Approval by default
- WriteForce Update ConnectionTrigger a rerun for a Faraday connection. Approval by default
- WriteForce Update DatasetTrigger a rerun for a dataset. Approval by default
- WriteForce Update OutcomeTrigger a rerun for an outcome resource. Approval by default
- WriteForce Update Persona SetTrigger a rerun for a persona set resource. Approval by default
- WriteForce Update PlaceTrigger a rerun for a place. Approval by default
- WriteForce Update ScopeTrigger a rerun for a scope resource. Approval by default
- WriteForce Update StreamTrigger a rerun for a stream. Approval by default
- WriteForce Update TargetTrigger a rerun for a target. Approval by default
- WriteForce Update TraitTrigger a rerun for a trait. Approval by default
- WriteUnarchive CohortUnarchive a previously archived cohort. Approval by default
- WriteUnarchive DatasetUnarchive a dataset in Faraday. Approval by default
- WriteUnarchive OutcomeUnarchive an outcome in Faraday. Approval by default
- WriteUnarchive Persona SetUnarchive a previously archived persona set. Approval by default
- WriteUnarchive PlaceUnarchive a previously archived place. Approval by default
- WriteUnarchive ScopeUnarchive a previously archived scope. Approval by default
- WriteUnarchive StreamUnarchive a stream in Faraday. Approval by default
- WriteUnarchive TraitUnarchive a trait. Approval by default
- WriteUpdate AccountUpdate an account's name or branding settings. Approval by default
- WriteUpdate CohortUpdate a cohort's configuration using JSON Merge Patch semantics. Approval by default
- WriteUpdate ConnectionUpdate a Faraday connection's name or options. Approval by default
- WriteUpdate DatasetUpdate a dataset configuration using JSON Merge Patch semantics. Approval by default
- WriteUpdate OutcomeUpdate an outcome's configuration using JSON Merge Patch semantics. Approval by default
- WriteUpdate Persona SetEdit a persona set's configuration using JSON Merge Patch. Approval by default
- WriteUpdate PlaceUpdate a place's name, addresses, or geojson geometry. Approval by default
- WriteUpdate ScopeUpdate a Faraday scope's configuration using JSON Merge Patch semantics. Approval by default
- WriteUpdate StreamUpdate a stream's properties using JSON Merge Patch semantics. Approval by default
- WriteUpdate TargetUpdate a target's configuration in Faraday. Approval by default
- WriteUpdate TraitUpdate a trait's properties using JSON Merge Patch semantics. Approval by default
- WriteUpdate Webhook EndpointUpdate a webhook endpoint's configuration. Approval by default
One prompt, start to finish
What a governed Faraday run looks like inside Luumen.
Questions
How does LuumenAI connect to Faraday?
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 Faraday on its own?
Read actions answer immediately. Anything that writes — archive cohort, archive connection, archive dataset, archive outcome, and more — is shown as a plan and requires approval by default, including the 15 actions 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 Faraday — 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.
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Connect in minutes. Every action scoped, approved, and audited from day one.