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BlueConic Integration Guide
Integrate BlueConic customer profiles, properties, segments, and lifecycle data with enterprise applications through REST APIs, configured connections, and scheduled Martini workflows.
BlueConic integration options at a glance
BlueConic integrations primarily use REST APIs to retrieve profiles, update profile properties, process segments, and exchange platform data. Configured BlueConic connections may support outbound requests or webhook-style delivery for selected use cases, but event coverage and delivery behavior depend on the tenant and connection. Batch-oriented profile and audience exchange can use paginated API operations or configured imports and exports. Martini can securely consume BlueConic APIs, expose an endpoint for supported outbound requests, schedule incremental or batch synchronization, transform profile data, apply consent and suppression rules, and deliver results to applications or databases. Authentication should be confirmed for each tenant and may use API credentials, API keys, or bearer tokens.
| Integration point | Supported by BlueConic? | Common use cases | How Martini supports it |
|---|---|---|---|
| REST APIs | Yes | Retrieve profiles, read or update profile properties, process segments, and submit external data into BlueConic. Confirm the API version, pagination model, filters, and tenant permissions. | Martini can consume BlueConic REST endpoints in workflows, transform responses, apply business rules, and expose normalized APIs for downstream systems. |
| Webhooks / outbound callbacks | Limited | Configured BlueConic connections may deliver data to an external endpoint or invoke an external service for selected use cases. Coverage is not universal for every profile mutation. | Martini can expose a REST API or webhook workflow to validate inbound requests, map payloads, route them, and return an appropriate response. |
| Bulk / async / batch APIs | Limited | Profile and audience exchange may be implemented through batch-oriented connections, asynchronous jobs, or repeated paginated REST requests. The applicable mechanism depends on the feature and tenant. | Martini can schedule batch workflows, control concurrency, transform records, maintain checkpoints, and separate rejected items from successful results. |
| File import/export | Limited | Configured BlueConic connections may produce or consume CSV or other supported files for profile and audience exchange. A general-purpose attachment API was not confirmed. | Martini can process supported files in scheduled workflows, map columns to canonical fields, validate rows, and load the results into BlueConic or another system. |
| Authentication | Yes | BlueConic API access is controlled through administration, API users or credentials, and permissions governing profiles, profile properties, segments, and related resources. | Martini can store tenant-specific credentials in secrets or environment configuration and apply them to API requests without embedding them in workflow logic. |
| Database access | Not confirmed | Direct access to BlueConic’s managed backing database was not verified and should not be assumed as an integration method. | Martini should use supported BlueConic APIs, connections, or exports rather than attempting direct database access. |
How BlueConic exposes data and business events
BlueConic REST APIs
BlueConic REST APIs are the primary integration mechanism for retrieving Profiles, reading and updating Profile properties, processing Segments, and submitting data from external applications. Available resources, filtering, pagination, and permissions depend on the API version and tenant configuration.
Martini implementation pattern
Martini uses a workflow to authenticate to BlueConic, call the applicable REST resource, normalize the response, and apply mapping and business rules. For incremental synchronization, the workflow can use a documented update marker or maintain a controlled checkpoint, then write the result to a target application or database.
Implementation sequence
BlueConic outbound requests
Selected BlueConic connections may deliver data to an external endpoint or invoke an external service. This is connection-oriented behavior rather than a universal event stream for every Profile mutation, and event coverage, payloads, timing, and retries must be confirmed for the tenant.
Martini implementation pattern
Martini exposes a REST API or webhook workflow that authenticates and validates the request, maps the payload to a canonical model, and routes it to downstream systems. The workflow should provide correlation identifiers and distinguish duplicate, invalid, and transient requests.
Implementation sequence
BlueConic batch and file exchange
BlueConic profile and audience synchronization may use batch-oriented connections, paginated API operations, or configured file imports and exports. The exact mechanism depends on the selected feature; a general-purpose attachment API was not confirmed.
Martini implementation pattern
Martini schedules a workflow to retrieve or receive the batch, parse supported file formats or API pages, validate and transform rows, and load them into BlueConic or an external target. Checkpoints and row-level error handling allow large exchanges to resume without replaying completed work.
Implementation sequence
Common BlueConic integration patterns
Pattern 1: Synchronize BlueConic profiles to Salesforce
When to use this pattern
Use this pattern when Salesforce needs customer identity, lifecycle, or approved engagement attributes from BlueConic. A scheduled or supported outbound flow can process only changed Profiles when the tenant exposes a suitable change marker; otherwise, the workflow can process paginated results with controlled checkpoints.
Integration direction
Example Mapping
| BlueConic Field | Canonical Field | Target Field |
|---|---|---|
| profile identifier | customerId | External_Id__c |
| email address | ||
| lifecycle | lifecycleStage | Lifecycle_Stage__c |
| engagement score | engagementScore | Engagement_Score__c |
Martini implementation pattern
Martini retrieves BlueConic Profiles, filters by the saved watermark or overlap window, and maps profile identity and approved properties to Salesforce. It upserts using a stable external identifier, routes validation failures separately, retries transient failures with backoff, and advances the checkpoint only after the corresponding batch succeeds.
Martini capabilities used
- workflows
- API consumption
- scheduling
- data mapping
- business rules
- error handling
Pattern 2: Publish Salesforce and Shopify data to BlueConic
When to use this pattern
Use this pattern to enrich BlueConic Profiles with operational information such as account ownership, order status, subscription status, product preferences, or purchase activity. The workflow should distinguish identity attributes from behavioral and calculated properties.
Integration direction
Example Mapping
| BlueConic Field | Canonical Field | Target Field |
|---|---|---|
| customer ID | customerId | customer identifier |
| order status | purchaseStatus | order status property |
| account owner | accountOwner | account owner property |
| product category | preferredCategory | category preference property |
Martini implementation pattern
Martini consumes source changes or scheduled extracts from Salesforce and Shopify, resolves the BlueConic profile key, merges source values, and validates configured property names and types before updating BlueConic. Business rules determine precedence when sources disagree, while idempotent keys and retry classification prevent duplicate or unsafe updates.
Martini capabilities used
- workflows
- API consumption
- data mapping
- data transformation
- business rules
- retry handling
Pattern 3: Activate BlueConic segments in Braze
When to use this pattern
Use this pattern when marketing or engagement teams need a governed audience from a BlueConic Segment in Braze. It is appropriate for scheduled audience refreshes where consent, suppression, and field minimization must be applied before delivery.
Integration direction
Example Mapping
| BlueConic Field | Canonical Field | Target Field |
|---|---|---|
| segment membership | audienceMembership | campaign audience |
| profile identifier | customerId | external user ID |
| consent information | marketingConsent | subscription state |
| lifecycle | lifecycleStage | custom user attribute |
Martini implementation pattern
Martini retrieves Segment membership or related Profile data through the applicable BlueConic interface, removes restricted fields, applies suppression rules, and sends controlled batches to Braze. It records counts and response identifiers, retries transient failures, and prevents duplicate audience delivery with a run and source correlation key.
Martini capabilities used
- scheduled workflows
- API consumption
- data mapping
- privacy rules
- batch processing
- monitoring
Pattern 4: Receive BlueConic outbound requests through a Martini API
When to use this pattern
Use this pattern when a configured BlueConic connection can call an external endpoint and the organization wants a controlled routing layer for CRM, data warehouse, or customer-service updates. It should be used only after confirming the connection’s triggering conditions and delivery behavior.
Integration direction
Example Mapping
| BlueConic Field | Canonical Field | Target Field |
|---|---|---|
| profile identifier | customerId | customer_id |
| profile properties | profileAttributes | profile_attributes |
| segment | audienceMembership | segment_name |
| event timestamp | occurredAt | occurred_at |
Martini implementation pattern
Martini exposes an authenticated REST endpoint, validates the BlueConic request, checks idempotency, and maps the payload to a canonical model before writing it to Snowflake or routing it to another application. The workflow returns a clear response, records correlation data, and sends invalid or repeatedly failing requests to controlled error handling.
Martini capabilities used
- API exposure
- webhook workflows
- authentication
- data mapping
- validation
- error handling
Applications commonly integrated with BlueConic
BlueConic can be integrated with customer, commerce, marketing, engagement, and data-platform applications. The exact connection available depends on the BlueConic tenant and selected feature, so the following are practical architecture patterns rather than claims that every application has a native BlueConic connection.
| Application | Scenario | Direction | Martini Pattern |
|---|---|---|---|
| Salesforce | Synchronize customer identities, account attributes, lifecycle data, and engagement signals between BlueConic and the CRM. | Salesforce → Martini → BlueConic | Martini retrieves or receives Salesforce changes, maps stable identifiers and account attributes to BlueConic profile properties, applies consent and validation rules, and updates BlueConic through its REST API. A reverse workflow can enrich Salesforce with approved BlueConic profile or segment data. |
| Adobe Experience Platform | Exchange customer profiles, audiences, and activation data between customer-data and experience platforms. | BlueConic → Martini → Adobe Experience Platform | Martini retrieves BlueConic profiles or segment membership, removes restricted attributes, transforms the data to the target model, and submits approved audience or profile data to Adobe Experience Platform through its supported APIs. Responses and rejected records are tracked for retry or review. |
| Shopify | Combine commerce customers, orders, and product activity with BlueConic profiles for segmentation and activation. | Shopify → Martini → BlueConic | A Martini workflow consumes Shopify data, resolves the BlueConic profile identifier, maps order and product attributes to configured profile properties, and updates BlueConic. Separate workflows can retrieve approved BlueConic audiences for downstream commerce actions where the target design supports them. |
| NetSuite | Enrich BlueConic profiles with account, billing, and order information and synchronize selected customer attributes. | NetSuite → Martini → BlueConic | Martini schedules NetSuite extraction, normalizes customer and transaction attributes, applies field-level privacy rules, and updates BlueConic profiles through paginated or batched REST operations. Stable customer identifiers and checkpoints prevent duplicate updates. |
| Marketo | Share audience qualification, profile attributes, and engagement information between BlueConic and marketing automation. | BlueConic → Martini → Marketo | Martini retrieves BlueConic segment membership, maps consent and qualification fields to Marketo, submits the audience in controlled batches, and records delivery results. Engagement outcomes can be transformed and written back to BlueConic when the applicable APIs permit it. |
| HubSpot | Synchronize contacts, lifecycle stages, and marketing engagement data with BlueConic profiles. | HubSpot → Martini → BlueConic | Martini consumes HubSpot changes or scheduled extracts, matches contacts to BlueConic profiles using an agreed identifier, maps lifecycle and engagement values, and updates BlueConic. Validation failures are isolated while transient API failures follow retry rules. |
| Snowflake | Export unified profiles, segments, and behavioral attributes for analytics, modeling, and governance. | BlueConic → Martini → Snowflake | A scheduled Martini workflow retrieves approved BlueConic profile and segment data, converts it to a governed analytical schema, and writes batches to Snowflake through supported database or file-based processing. Checkpoints, row counts, and rejected data are recorded for operational control. |
| Braze | Activate BlueConic audiences and profile attributes in customer engagement campaigns. | BlueConic → Martini → Braze | Martini retrieves a BlueConic segment, applies consent and suppression rules, maps identifiers and profile attributes to Braze, and sends controlled batches. Delivery responses are correlated with the source segment and retried only when failures are transient. |
How to build a BlueConic integration in Martini
Objective
Establish tenant-specific BlueConic access and keep credentials outside workflow logic.
Instructions in Martini
- Confirm the BlueConic API version, tenant endpoint, API user permissions, and credential format.
- Store API keys, bearer tokens, or other credentials in Martini secrets or secure environment configuration.
- Test access against the specific BlueConic resources required by the integration.
Objective
Select a trigger that matches the reliability and latency requirements of the synchronization.
Instructions in Martini
- Use a scheduler for predictable profile, segment, or batch synchronization.
- Use a Martini REST API or webhook workflow only when the BlueConic connection supports the required outbound request.
- Document the selected connection’s triggering conditions, delivery behavior, and retry expectations.
Objective
Read Profiles, Profile properties, Segments, or batch inputs using a controlled request strategy.
Instructions in Martini
- Call the applicable BlueConic REST resource or receive the configured outbound payload.
- Handle pagination, filtering, page size, and any tenant-specific response format.
- Persist a watermark, timestamp, source marker, or batch checkpoint when incremental processing is supported.
Objective
Coordinate retrieval, validation, transformation, target writes, and checkpoint progression in a maintainable Martini workflow.
Instructions in Martini
- Separate source retrieval, normalization, business rules, target delivery, and operational recording into clear workflow stages.
- Use correlation identifiers across BlueConic, Martini, and downstream systems.
- Keep partial batch failures isolated so successful records are not unnecessarily replayed.
Objective
Convert BlueConic’s tenant-configured profile model into a stable canonical and target model.
Instructions in Martini
- Map Profile properties by explicit name and expected data type.
- Normalize identifiers, dates, arrays, null values, lifecycle values, and segment membership.
- Minimize exported fields and remove consent-restricted or unnecessary attributes before delivery.
Objective
Protect data quality, privacy, and idempotency before changing a target system.
Instructions in Martini
- Use a stable BlueConic profile identifier or agreed external customer ID for matching.
- Apply consent, suppression, routing, field precedence, and validation rules.
- Reject malformed or unknown properties into an operational review path rather than silently changing the schema.
Common BlueConic data objects used in integrations
| Object | Typical Use | Common target systems | Martini handling |
|---|---|---|---|
| Profiles | Represent individual customer or visitor identities, consent information, and behavioral attributes. | Salesforce, HubSpot, Adobe Experience Platform, Snowflake, Braze | Martini retrieves, validates, deduplicates, and maps Profiles using a stable identifier before upserting or exporting them. |
| Profile properties | Store customer identifiers, email addresses, preferences, scores, lifecycle values, and engagement attributes. | Salesforce, Shopify, NetSuite, Marketo, Braze | Martini applies a tenant-specific mapping contract for names, types, arrays, nulls, dates, privacy rules, and destination fields. |
| Segments | Define audiences based on profile properties, behavioral criteria, or other audience rules. | Marketo, Braze, Adobe Experience Platform, Snowflake, commerce applications | Martini retrieves segment membership where exposed, applies consent and suppression rules, and sends controlled batches to approved targets. |
| Lifecycles | Classify profiles according to customer-stage or journey status. | Salesforce, HubSpot, Marketo, Snowflake | Martini maps lifecycle values to controlled target enumerations and routes unknown or changed values for validation. |
| Connections | Configure data exchange between BlueConic and external applications or services. | External APIs, webhooks, file destinations, enterprise applications | Martini can receive requests from supported connection configurations or coordinate complementary API and batch workflows. |
| Plugins | Extend BlueConic connections or platform functionality for specialized exchange or processing behavior. | Configured BlueConic connections and external services | Martini treats plugin-specific behavior as tenant-dependent and integrates through the documented API, callback, file, or connection interface exposed by the configuration. |
Authentication and security considerations
Tenant-specific authentication
BlueConic access is configured through administration, API users or credentials, and permissions for Profiles, Profile properties, Segments, and other resources. The tenant may use API credentials, API keys, bearer tokens, or another configured mechanism.
Secure Martini configuration
- Store BlueConic credentials in Martini secrets or environment configuration.
- Use a dedicated API user with only the permissions required by the workflow.
- Use HTTPS/TLS and rotate credentials according to the tenant’s security policy.
- Protect logs from exposing tokens, email addresses, identifiers, or restricted profile attributes.
Operational considerations for BlueConic integrations
Pagination and incremental processing
Confirm endpoint pagination, filtering, page sizes, and any updated timestamp or change marker. Persist a checkpoint only after the related target writes succeed, and use an overlap window when late-arriving updates or clock differences are possible.
Reliability and idempotency
- Use stable Profile identifiers or agreed external customer IDs for matching.
- Control concurrency and apply exponential backoff for transient HTTP failures.
- Do not retry authentication failures or malformed requests without correcting the cause.
- Separate partial batch failures from complete workflow failures.
Schema and privacy governance
BlueConic Profile properties and Segment definitions may be tenant-configured and can change over time. Validate names, types, nulls, arrays, and dates, and monitor for renamed or removed properties. Apply consent, suppression, and field-minimization rules before exporting data.
Why use Martini instead of scripts or point-to-point integrations?
Orchestrate more than an API call
Martini coordinates BlueConic retrieval, inbound requests, transformations, business rules, target writes, checkpointing, and operational handling in reusable workflows rather than scattering logic across scripts.
Adapt to tenant-specific data
BlueConic Profile properties and Segments can vary by implementation. Martini provides explicit mapping, validation, and transformation stages so changes can be governed without rewriting every point-to-point integration.
Improve operational control
- Use scheduled, API-led, or connection-triggered execution.
- Apply idempotency, retries, correlation IDs, and partial-failure handling.
- Expose a controlled API façade when downstream systems should not call BlueConic directly.
- Keep credentials and environment-specific configuration separate from workflow logic.
Frequently asked questions
BlueConic can be integrated primarily through its REST APIs, which support retrieving and updating Profiles and Profile properties and working with Segments and other platform resources. Configured BlueConic connections may also support outbound requests, webhook-style delivery, batch exchange, or file imports and exports for selected use cases. The exact resources, events, authentication, and delivery behavior depend on the tenant and connection configuration.
Yes. Martini can consume BlueConic REST APIs, expose an authenticated REST endpoint for supported BlueConic outbound requests, schedule profile and audience synchronization, transform tenant-specific Profile properties, and deliver data to applications or databases. A native Martini BlueConic connector was not identified in the supplied documentation.
No. A dedicated BlueConic connector is not required. Martini can integrate using BlueConic’s supported REST APIs, configured outbound requests, file or batch exchanges, and tenant-specific authentication methods.
Lonti does not charge an additional per-connector or per-vendor fee to integrate BlueConic. The integration is subject to the provisioned capacity of the Martini environment. Separate costs may apply from BlueConic, cloud infrastructure, or other third-party systems depending on subscription, usage, and deployment model.
REST APIs should be treated as the primary mechanism for current integrations. Configured connections may provide selected outbound or batch capabilities, while file imports and exports may be appropriate for scheduled exchanges. GraphQL and SOAP APIs were not confirmed for BlueConic and should not be assumed.
Martini can expose a REST API or webhook workflow for inbound requests. BlueConic outbound delivery should be described cautiously: selected connections or features may invoke an external endpoint, but event coverage, payloads, timing, retries, and delivery guarantees are not universal for every Profile change.
Martini can run scheduled or connection-triggered workflows that retrieve Profiles or Segments, apply pagination and filtering, map Profile properties, and write to target systems. When the applicable API exposes an update timestamp or change marker, Martini can maintain an incremental checkpoint; otherwise, it can process paginated results with controlled state and overlap handling.
Martini maps tenant-configured Profile properties to a canonical and target model, validates data types and required identifiers, and applies consent and suppression rules. Workflows can use deterministic keys and correlation IDs for idempotency, distinguish transient failures from validation errors, retry eligible failures with backoff, and route rejected records for review.
Related Martini documentation
Workflows
Data
Build a governed BlueConic integration
Use Martini to connect BlueConic REST APIs and configured data exchange mechanisms with enterprise applications through secure, observable, and maintainable workflows.