Unifying customer data across 11 systems into a single source of truth.

01Challenges

The company had invested in best-in-class tools for each department, but none of them spoke the same language. As the business grew, customer data became increasingly fragmented.

Every team had a different version of the customer. Sales tracked opportunities in the CRM. Support managed tickets in a help desk platform. Product teams analyzed usage data. Finance owned billing records. Each system held part of the story, but no system held the whole story.

Reporting meetings turned into data debates. Leadership frequently received conflicting reports depending on which team generated them. Customer counts, expansion revenue, and account health metrics often differed across departments.

Customer success lacked visibility. Account managers had no easy way to see product adoption, support history, billing status, and contract information in one place. Preparing for customer calls meant jumping between multiple systems.

Manual data reconciliation consumed valuable time. Analysts spent hours combining exports from different platforms just to answer routine business questions. Every new report required custom work and manual validation.

They didn't have a customer visibility problem. They had a data fragmentation problem.

02What we built

03The outcome

Teams can now view customer activity, support interactions, product adoption, contract information, and revenue metrics from a single source. Instead of spending time reconciling data, they spend time improving customer outcomes and growing accounts.