Situation
A manufacturing business lacked a clear understanding of its installed customer base, limiting opportunities for targeted sales and follow-up service.

Approach
Existing customer data was cleaned and enhanced, then enriched through automated geolocation mapping. This allowed the organization to visualize product installations geographically and identify new market opportunities.

Outcome
Sales and service teams gained a comprehensive, visual overview of customer distribution. This insight improved outreach efficiency, customer engagement, and coordination across departments.

Key Lesson
Transforming raw data into geographic insight empowers smarter, more focused sales strategies.