Results: fewer duplicates, more targeted campaigns
Two years in, Plauti has held up its end: cleaner data, and with it, more effective marketing and sales work. Campaigns target the right accounts, and client satisfaction assessments reflect real customers rather than duplicate records splitting the signal.
Hans singled out two features as the most useful for Xerox's setup: an Apex-based plugin, and re-parenting of related records during a merge. Both matter because a merge that drops the relationships between accounts creates a new data-quality problem instead of fixing the old one; re-parenting keeps those relationships intact on the surviving record. Automated validation and merging cut the manual work involved, which matters as Xerox's data volume keeps growing.
Future growth and lessons learned
Cleaner data means Xerox can validate and integrate new records as they arrive, rather than cleaning up duplicates after the fact. The goal now is to keep them from getting created in the first place.
Hans's main lesson from the project is about communication: teams need to know what state their data is actually in before anyone can plan how to improve it. That visibility changed how Xerox's internal teams work and gave the company a way to hold data quality steady as it scales.
His advice to other teams facing the same problem: make sure everyone understands what's actually happening in the CRM data, and build in regular validation. Clear, ongoing communication about data quality is what makes people trust the data enough to act on it.