Financial institutions accelerate transition to multi-agent AI in drive for bottom-line value

According to Capgemini's World Cloud Report for Financial Services 2027, 59% of financial institutions are piloting or deploying multi-agent AI systems, but only 10% have achieved enterprise-wide orchestration. Banks and insurers are increasingly prioritizing business outcomes over AI efficiency, with 90% planning intelligent model routing to optimize costs. Over half prefer hyperscalers as cloud partners for multi-agent governance, though only 5% have fully operationalized agentic AI at enterprise scale.