This research introduces a structured framework for financial institutions to safely and effectively deploy Large Language Models (LLMs) while managing unique industry challenges.

• Addresses data governance requirements and privacy safeguards critical for financial sector
• Provides solutions for interpretability demands and ethical responsibilities
• Offers guidance for navigating evolving regulatory landscapes

For security professionals, this framework delivers practical approaches to mitigate risks while leveraging LLM capabilities in sensitive financial environments—balancing innovation with compliance and data protection requirements.

Responsible Innovation: A Strategic Framework for Financial LLM Integration