Account enrichment. Review every field before the write.
A useful enrichment process proposes changes you can understand. Resolve the company, map the returned fields, and review conflicts before anything reaches an account record.
- Industry
- SaaS
- Location
- San Francisco, US
- Employees
- 51–200
From a bare domain to a reviewable field update.
This before-and-after review shows what the fictional Forma Labs record could contribute to an incomplete account. Empty source fields stay empty, and no CRM record is written.
Start with the question“What could I add to an account that only contains forma.example?”
forma.example
| Field | Before | Proposed value |
|---|---|---|
| Company | Empty | Forma Labs |
| Industry | Empty | SaaS |
| Location | Empty | San Francisco, US |
| Employee range | Empty | 51–200 |
| Revenue | Empty | Leave empty |
4 proposed additions. 1 field unresolved. Review the company match and existing values before any update.
Illustrative field review. No CRM is connected and no record is written.
Resolve identity before changing account fields.
Use the domain to review the match, compare each proposed field with the existing value, and hold unresolved changes for review.
Resolve the company
Use the domain to identify a candidate company record. An ambiguous match should be reviewed before enrichment.
Fill the useful gaps
Map the returned fields to the account schema. Preserve existing values where they are more recent or come from a trusted source.
Review before writing
Inspect the proposed changes, retain provenance, and leave unknown values empty. Use your own reviewed import or integration process for CRM delivery.
Approve the field changes before the write.
The domain resolves to the intended company; ambiguous matches stay in review.
Each proposed field is mapped to the correct destination and data type.
Conflicting existing values are reviewed rather than silently replaced.
An unavailable enrichment value neither erases a verified field nor becomes a guessed fact.
Before you get started.
Does Vencavo connect to my CRM?
Talk to our team about your account schema, required fields, and delivery process. The website demonstration does not connect to a CRM or write account records.
What should happen when an existing field differs?
Keep the conflict visible. Compare the source and age of both values, and apply a deliberate field-level rule instead of silently overwriting the account.
How should a missing value be handled?
Leave it unresolved. A missing enrichment value should not erase an existing verified value or become an inferred fact.
Make the next conversation
a better-informed one.
Build a company brief with a clear research question, inspectable facts, and an honest list of unknowns.