Modernizing Customer Service in Banking and Insurance

Financial institutions have rapidly adopted chatbots, with adoption rates reaching 64.2% in banking and insurance sectors. Yet, resolution rates remain stubbornly low at just 7.4%, according to Parloa’s State of Agentic CX report.

Malte Kosub, CEO and co-founder of Parloa, argues this discrepancy isn’t a technology failure—it’s by design. “The measure of success wasn’t resolution; it was containment,” he explains. Many chatbots were purchased as cost-reduction tools, where the primary metric was deflecting calls rather than solving customer issues.

The Deflection Economy

The report found that 65.7% of financial service chatbots use rule-based systems—essentially decision trees lacking genuine reasoning capabilities. These were often marketed as AI despite falling short of any meaningful definition.

Kosub attributes this pattern to structural governance failures, where technology purchases prioritized cost savings over customer experience. When IT departments focus on system uptime while finance tracks headcount reduction, genuine resolution falls through the cracks.

Regulatory Exposure and Modernization Gaps

Adding to the challenge: 96% of support lines still use legacy IVR infrastructure, with 89.9% of escalation attempts failing—customers requesting human assistance but being unable to connect.

Kosub highlights this as a regulatory exposure, particularly in regions like Europe where institutions must demonstrate genuine access to human agents when needed.

The Path Forward: Agent-to-Agent Readiness

Parloa’s benchmark for future success is “agent-to-agent readiness”—where personal AI securely connects customers directly to enterprise service infrastructure. Currently, only 1% of enterprises have achieved this capability.

The barriers are technical (authentication frameworks, API limitations) but also organizational: aligning ownership of the customer journey across departments and ensuring accountability for outcomes rather than just cost metrics.

For financial services leaders, Kosub suggests sequencing technology investments with broader modernization efforts—particularly in core systems that enable data access and real-time transactions.