FIRST-PARTY DATA / SALESFORCE + WHITEBOXX AI
Focus account research
with Salesforce data.
Use Salesforce CRM or Data Cloud aggregates to identify the companies and sectors that need a closer commercial review.
THE ANALYTICAL TASK
Which accounts or sectors need more research?
Changes in deal concentration or account performance can help focus a commercial review. Salesforce provides the internal comparison; company and industry research can add context.
Choose the CRM object or Data Cloud model, dimensions, measures and filters. Existing paths support discovery and aggregate SQL or SOQL queries. Use the returned segments to select the next research questions.
THE OUTPUT
An account review supported by company and sector research.
The review combines the Salesforce comparison with company evidence and research priorities. Each finding identifies whether it came from an internal record or an external source.
INPUTS AND DEFINITIONS
Choose the Salesforce objects and measures.
| Input or measure | What to establish |
|---|---|
| Object and fields | Confirm which CRM object or Data Cloud model contains the required measures. |
| Business scope | Agree stages, account groupings, reporting period and filters. |
| Research contribution | Identify what external evidence adds to the internal comparison. |
CONNECTOR BUILDING BLOCKS
Configure the CRM or Data Cloud connection.
We select the CRM or Data Cloud connection, configure the tenant and schema, and reconcile the aggregate results. The two systems have different data models and access requirements.
Historical pipeline movement requires stage-transition data. Forecasting and changes to CRM records need the relevant data and additional workflow implementation.
PILOT ACCEPTANCE
How should you evaluate a Salesforce integration?
| Check | Evidence to review |
|---|---|
| Reconcile the selected population | Compare aggregate values with the agreed CRM object or Data Cloud model. Record stages, filters, currency and the reporting cutoff. |
| Check account identity | Match company research to the correct account and legal entity. Leave an ambiguous match unresolved rather than attaching another company’s evidence. |
| Test the historical claim | Use stage-transition history for time-in-stage and conversion. A current account snapshot alone does not establish pipeline movement over time. |
PLANNING THE IMPLEMENTATION
Is this a ready-to-use Salesforce connection?
Whiteboxx has connector building blocks for Salesforce, which must be configured and validated for the selected tenant, source objects and analytical task. The project still needs result reconciliation and any additional application, historical-data or delivery work described above.
Use the pilot evaluation guide