Using LLM Embeddings to Normalize User Data

A common challenge in working with operational or CRM-style data is that you often find yourself dealing with user-entered free text. A recurrent example comes when users fill out forms that ask for their job title and employer. This data might seem secondary, but for any organization trying to understand, segment, or personalize communication with its users, it’s incredibly valuable. Of course,…