What happens when $25B in revenue can’t be tied to the right clients?

For a Fortune 500 commercial real estate services company, fragmented and inconsistent customer data made it nearly impossible to reconcile revenue accurately. With 120,000+ records spread across global markets and no consistent naming standard, finance teams relied on manual workarounds that slowed reporting and increased operational risk.

Anblicks partnered with the client to build a secure, GenAI-powered process that mapped 120,000+ customer records to 3,000+ standardized entities. Using GPT-4, advanced prompt engineering, and data cleanup on Snowflake, the solution enabled clear revenue attribution, streamlined compliance, and delivered actionable insights through interactive Power BI dashboards.