Financial institutions are investing heavily in artificial intelligence, but many remain stuck between pilots and enterprise-wide deployment because fragmented data, inconsistent business definitions and weak governance limit AI's ability to deliver trusted results. New American Banker research, sponsored by Strategy, explores why data readiness, not AI itself, has become the biggest obstacle to scaling AI across the enterprise and how a governed semantic layer can help financial institutions create the trusted business context AI needs to operate with confidence.
In this research, you'll learn:
- Why data maturity has become the biggest barrier to enterprise AI
- How semantic layers create trusted business context for AI
- What's preventing AI pilots from reaching production
- How leading financial institutions are building AI-ready data foundations