---
title: Data Refinement for Customer & Account Data
description: The problem of missing customer and account information may seem fairly straightforward, but when the largest institutions have tens or hundreds of millions of customers, even just one simple attribute can be a $10 million problem...
---

[Kingland Thought Leadership ](https://blog.kingland.com/thought-leadership)

# [Data Refinement for Customer & Account Data](https://blog.kingland.com/thought-leadership/data-refinement-for-customer-and-account-data)

 Written by [Kingland Product Management](https://blog.kingland.com/thought-leadership/author/kingland-product-management) | Sep 5, 2024 2:41:14 PM

 

[View full post](https://blog.kingland.com/thought-leadership/data-refinement-for-customer-and-account-data)

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