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Bank LLM pilots are stalling: delayed data infrastructure driving real-world friction

Industry chatter ('data dreams delayed') signals that many bank LLM pilots are stuck because data pipelines, governance, and compliance controls aren't ready. Pilot teams can't move to production without clean, compliant data—a deceptively hard problem in legacy BFSI.

WHY IT MATTERS

Stalled pilots mean delayed ROI and budget pressure; banks investing in data fabric and governance *before* AI projects, not after, will capture competitive advantage and faster time-to-market for AI-driven products.

Source: Breakingviews · 2026-10-24

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Bank LLM pilots are stalling: delayed data infrastructure driving real-world friction — ath — AITechHive