How a Global Enterprise Scaled Computer-Using Agents: A Case Study
When a Fortune 500 financial services organization faced mounting pressure to reduce operational costs while improving service delivery speed, leadership recognized that incremental process improvements would no longer suffice. The company's customer onboarding workflows spanned dozens of legacy applications, third-party verification systems, and regulatory compliance platforms — most lacking modern APIs and requiring significant manual data entry across disconnected interfaces. Traditional robotic process automation had delivered modest gains in isolated processes, but the opportunity to fundamentally reimagine how knowledge work gets executed required a more ambitious approach. This case study examines how the organization deployed Computer-Using Agents at scale, the specific challenges encountered, quantifiable outcomes achieved, and critical lessons learned that can guide others pursuing similar transformation initiatives. The decision to pursue Computer-Using Agents emerged f...