Data Enrichment
Language-model enrichmentRicher client profiles you can act on
We add what your records don't show on their own: preferences, occasions and details hidden in your notes and service history.
The question we answer
What else can your data tell you about each customer?
What you get
- Enriched customer table
- Segment and loyalty labels on every customer record
- Attributes extracted by language models from notes and service history
- Export ready for your CRM or marketing platform
Data we need
Customer records, visit and transaction history, and service notes where available.
Our approach
Language-model enrichmentRicher customer records you can act on, built from segment labels and language-model extraction, with each attribute validated against its source.
Engage this service on its own or within our Revenue Intelligence Program. Sample output shown is illustrative.
FAQ
Questions, answered.
Attributes your system does not store: segment and loyalty labels, plus preferences and details drawn from service notes. Predictions about future visits and spend are covered by Predictive Customer Scoring.
Each extracted attribute is validated against the source record. Fields that fail validation are flagged rather than filled.
We deliver an enriched customer table formatted for import into your CRM or marketing platform.
Related services
Also in data foundation
Start with a free, 10‑minute assessment.
Every engagement begins with the AI readiness assessment and a call to go through your results.