The Scale of the Problem
When an e-commerce platform approached us with a Salesforce database holding 20,000 customer accounts, the challenge was immediately clear. Years of rapid growth had left the CRM in a fragmented state — inconsistent field usage, unverified contact details, duplicate entries, and records that were partially complete at best.
The risk was not just operational. Poor data quality was actively affecting the performance of their sales and customer service teams, who were working from records they could not fully trust. Any solution had to be thorough, structured, and executed at scale without introducing new errors.
Building a Process That Could Handle the Volume
We started with a full audit of the existing database before touching a single record. Understanding the distribution of errors — where they were concentrated, how they had formed, and what types of corrections were needed — allowed us to design a tiered processing framework rather than approaching the cleanup as a simple data entry task.
Each account was reviewed individually. We cross-referenced data against reliable external sources, corrected formatting inconsistencies, filled in missing fields where verification was possible, and flagged records that required the client's input before any changes were made. When the client updated their Salesforce field guidelines mid-project, we adapted without disruption to the overall timeline.
Helion360 treated this engagement as a data quality operation, not a volume exercise. Every decision was traceable, and every correction was made against a defined standard.
What the Finished Database Looked Like
At project close, all 20,000 accounts had been reviewed, corrected, and standardized. Duplicate records were resolved, critical fields were populated, and the database reflected a consistent structure across every account type. We delivered a full change log alongside a clearly documented list of flagged accounts for the client's own follow-up.
The impact was immediate. The client's teams were able to use the CRM with confidence from the first day after handoff — no longer working around unreliable records or second-guessing the data in front of them.
Working With Helion360
If your CRM has grown faster than your data governance has, Helion360 is equipped to step in and bring order to the complexity. We have managed large-scale data quality projects before and understand what it takes to deliver accuracy at volume — without cutting corners on the details that matter most. Similar work includes our comparative analysis across multiple regions and our approach to transforming raw data into actionable insights.