A new research report from Coconut Software, developed in partnership with Future Branches Insights, uncovers a critical disconnect in the banking industry: while 76% of financial institutions claim to deliver an integrated hybrid banking experience, only 3% describe their maturity as truly 'intelligent' or 'optimized.' The report, titled 'Branch Forward: How Financial Institutions Are Investing in Technology, Scheduling, and the Future of CX,' is based on a survey of 100 senior financial institution leaders across the U.S. and Canada.
The findings reveal a 'hybrid maturity gap' where perceptions of integration outpace operational capabilities. Notably, 61% of respondents say they frequently struggle to forecast staffing requirements to meet customer demand, pointing to a critical weakness in workforce planning as banks and credit unions strive to enhance branch performance. This operational gap is particularly concerning given the industry's push toward seamless omnichannel experiences.
To address this, financial institutions are increasingly turning to AI and advanced scheduling tools. More than half (56%) of respondents are already implementing AI in specific departments or workflows, while 22% are scaling AI institution-wide. Furthermore, within the next 18 months, 58% have formal investment plans for AI-driven scheduling and intelligent advisor matching, and 53% plan to invest in demand forecasting. These investments signal a recognition that technology is essential to bridging the gap between digital aspirations and day-to-day operations.
The report also highlights a fundamental shift in how scheduling is perceived—from an operational necessity to a strategic revenue driver. Over half (54%) of respondents said that appointment conversion value, or revenue per appointment, is the scheduling metric they are most focused on improving, and 38% ranked conversion optimization as their top business priority for the coming year. This reframing underscores the growing importance of aligning staffing and scheduling with broader business goals.
Additional key findings include a preference for best-of-breed, integration-first vendor strategies (55%) over vendor consolidation, and the importance of strategic alignment (65%) and customer impact (42%) when funding new technology. Total cost of ownership is the most critical factor for 46% when deciding between building versus buying technology.
Katherine Regnier, CEO of Coconut Software, commented, 'Financial institutions have made significant progress connecting physical and digital banking, but the next stage of maturity isn't about adding more channels—it's about making every interaction more purposeful and productive. That requires institutions to better predict demand, connect the right people in the right place at the right time, and tie every interaction to clear outcomes. The institutions that solve that operational layer will be best positioned to turn hybrid banking into a true growth engine.'
Designed for operations, retail banking, customer experience, and digital transformation leaders, the report provides data-backed insights into AI adoption, workforce planning, scheduling maturity, technology investment, and the future of branch performance. The full report is available for download at coconutsoftware.com.
