Case Study: Leading Professional Education Provider achieves Salesforce data unification and RevOps accuracy with MLveda

Leading Professional Education Provider cuts duplicate data 40–60% with MLVeda

MLveda worked with a leading professional education provider to address significant data quality challenges within their Salesforce CRM. As the organization grew, data from multiple sources like web forms, marketing automation, and e-commerce created duplicate contacts, partial records, and inconsistent attribution. This fragmented data undermined revenue operations, leading to misrouted leads, distorted sales forecasts, and higher customer acquisition costs.

The solution implemented by MLveda focused on establishing a golden record for accounts and contacts, enforcing duplicate rules, and standardizing all data import lanes. This created a single source of truth and improved data governance. As a result, MLveda helped the client achieve a 40-60% reduction in duplicate records, a 6-10% lift in marketing-to-sales conversion rates, and a 10-15% improvement in forecast accuracy, all while reclaiming significant administrative hours previously spent on manual data cleanup.