How far along are financial services sectors on the journey to AI maturity?

This quadrant map offers a high-level view of where key FS sub-sectors stand—based on:
📊 AI adoption (current deployment and capability)
📈 Business impact potential (ability to drive strategic or operational value)
While the chart reflects sector-wide averages, the variation at the firm level is significant, with some institutions in traditionally “lagging” sectors making bold, high-impact AI investments. Others in “leading” categories remain early in their journey.
At Tanhill.ai, we maintain a more detailed assessment across 20+ FS sub-sectors, including:
Maturity by business model and size
Use case traction
Data and infrastructure readiness
Real-world ROI benchmarks
Over the coming weeks, we’ll share selected insights from this dataset, including:
🔍 AI use cases by sector
📈 Adoption benchmarks
📊 ROI profiles from early movers