ENTERPRISE INTEGRATIONS
Build around the systems
your enterprise already runs.
Use your warehouse, CRM, billing, support and research platforms as inputs to enterprise applications. Each page explains a specific analytical use, the existing connection components and the custom engineering required.
YOUR BUSINESS SYSTEMS
Find your platform.
Build enterprise applications around the records in your warehouse, billing, sales and support systems. Choose a platform to see a specific analytical use, existing components and the custom implementation required.
Data warehouses
Snowflake + Whiteboxx AI
Use selected Snowflake results in business analysis, reporting and custom applications.
Connector building blocksRead the Snowflake approach ↗Data warehouses
BigQuery + Whiteboxx AI
Compare prepared BigQuery measures across regions, then investigate the differences using business records and relevant external data.
Connector building blocksRead the BigQuery approach ↗Data warehouses
Databricks + Whiteboxx AI
Use prepared cohort aggregates in a business review, with group sizes and definitions alongside the results.
Connector building blocksRead the Databricks approach ↗Data warehouses
AWS Clean Rooms + Whiteboxx AI
Build a research and planning workflow around approved AWS Clean Rooms results and the measurement rules of the collaboration.
Integration designRead the AWS Clean Rooms approach ↗Revenue and commerce
Salesforce + Whiteboxx AI
Use Salesforce CRM or Data Cloud aggregates to identify the companies and sectors that need a closer commercial review.
Connector building blocksRead the Salesforce approach ↗Revenue and commerce
HubSpot + Whiteboxx AI
Build a pipeline review that examines deal mix, stage movement and conversion using agreed commercial definitions.
Integration designRead the HubSpot approach ↗Revenue and commerce
Shopify + Whiteboxx AI
Analyse Shopify basket combinations and order-value distributions to identify product pairings worth testing.
Connector building blocksRead the Shopify approach ↗Revenue and commerce
Stripe + Whiteboxx AI
Build a revenue review that reconciles new business, expansion, contraction and churn against finance-approved definitions.
Integration designRead the Stripe approach ↗Revenue and commerce
Klaviyo + Whiteboxx AI
Build a Klaviyo reporting workflow that compares campaign or flow results and identifies a specific test for the marketing team.
Integration designRead the Klaviyo approach ↗Service and feedback
Zendesk + Whiteboxx AI
Build a service review that groups ticket issues, examines their history and gives the relevant team a question to investigate.
Integration designRead the Zendesk approach ↗Service and feedback
Intercom + Whiteboxx AI
Build a conversation review that identifies recurring product issues and the data needed to investigate them.
Integration designRead the Intercom approach ↗Digital and product analytics
Google Analytics 4 + Whiteboxx AI
Use GA4 reports to compare channels, devices and business events, then focus the growth team’s next investigation.
Connector building blocksRead the Google Analytics 4 approach ↗Digital and product analytics
Google Search Console + Whiteboxx AI
Analyse Search Console queries, clicks and impressions to find relevant questions and pages your team should examine.
Connector building blocksRead the Google Search Console approach ↗Digital and product analytics
Mixpanel + Whiteboxx AI
Build a Mixpanel analysis around a defined activation funnel, event history and product question.
Integration designRead the Mixpanel approach ↗Service and feedback
Qualtrics + Whiteboxx AI
Use Qualtrics question definitions and approved response records to compare groups and prepare a research readout.
Connector building blocksRead the Qualtrics approach ↗Service and feedback
SurveyMonkey + Whiteboxx AI
Retrieve SurveyMonkey responses and question definitions for a research readout with clear response bases and follow-up questions.
Connector building blocksRead the SurveyMonkey approach ↗App operations
App Store Connect + Whiteboxx AI
Build a review workflow that groups reported problems and identifies the product, crash or support checks needed to investigate them.
Integration designRead the App Store Connect approach ↗App operations
Google Play Console + Whiteboxx AI
Build a Google Play review workflow that groups reported issues and prepares checks for the product or release team.
Integration designRead the Google Play Console approach ↗No platforms match. Try another name or choose all categories.
“Connector building blocks” means existing query or retrieval code that needs configuration and validation for your environment. “Integration design” means the connection and analysis require a custom build. Each page explains what is available and what the project would add.
READ, CALCULATE, DELIVER
Plan the analysis as well as the connection.
| Responsibility | What the integration establishes |
|---|---|
| Read | The authorised assets, records, fields and period to retrieve. |
| Calculate | The business definition and processing needed to turn those inputs into a measure. |
| Analyse | The question the measure can answer, with relevant internal or external context. |
| Deliver | The report, application view or explicit system action required by the team. |