INSIGHT · GLOBAL
Industry signal: Large-scale bank LLM pilots increasingly stall before production handoff
Anecdotal data from BFSI deployments suggests roughly 73% of large bank LLM pilots launched in 2024–25 have stalled before reaching production or ROI milestones, often due to data quality, regulatory uncertainty, or integration complexity.
WHY IT MATTERS
The gap between proof-of-concept and production remains the biggest bottleneck. Teams that crack data governance, compliance documentation, and vendor SLA alignment will capture outsized competitive advantage.
Source: Industry consensus · 2026-09