How AI Helped a Commercial Real Estate Leader Reconcile $25B in Revenue
Unifying customer records with GenAI for accurate financial reporting and faster decision-making.
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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.
Business Impact at a Glance:
- $25B+ revenue clearly attributed to correct client
- 90%+ mapping accuracy, validated by business SMEs
- Reconciliation time cut from weeks to minutes
- Real-time client intelligence for CXOs and finance leaders
- Scalable framework reusable across departments
Download the full success story to see how Anblicks leveraged GenAI to unlock clarity, compliance, and confidence in financial reporting.