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Pragmatic LLM Strategy for Banks/

Pragmatic LLM Strategy for Banks

Pragmatic LLM Strategy for Banks is a concise AI banking playbook from Future Savvy that helps regulated banks choose the right LLMs, integrate them safely into real workflows, and demonstrate measurable impact. It combines a practical model-selection approach with integration patterns, governance controls, and a simple rollout roadmap plus KPI scorecard.

Tiered model strategy -Match small, domain-tuned models vs larger RAG-enabled assistants to workload sensitivity, latency, and cost

Bank-friendly adaptation -Prioritise few-shot prompting, targeted fine-tuning, and curated RAG to keep outputs explainable and current

Integration patterns that work -Embed AI into existing platforms (digital banking/treasury, CRM/contact centre, case management) rather than launching standalone channels

Governance + KPI scorecard -Put model inventory, human checkpoints, and logging/monitoring in place, then track operational, financial, and customer outcomes

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Pragmatic LLM Strategy for Banks

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