The efficiency and range of services offered by the banking industry have been greatly increased by the use of artificial intelligence (AI) into financial decision-making procedures. But the quick uptake of AI technologies brings up difficult moral issues that require careful consideration. This essay examines the moral dilemmas raised by AI in the financial industry, encompassing concerns about accountability, privacy, transparency and explainability, and prejudice and justice. These issues are examined in light of contemporary ethical and legal standards, such as the US Fair Lending Laws and the General Data Protection Regulation (GDPR). There are still holes in these frameworks that can jeopardize the integrity and equity of financial services. The study offers new suggestions and suggests improvements to current ethical frameworks to guarantee that AI technologies In order to guarantee that AI technologies promote moral financial practices, the article suggests improvements to current ethical frameworks and offers fresh suggestions. This study intends to add to the continuing conversation on preserving integrity and trust in AI-driven financial decisions by highlighting a proactive approach to ethical issues. In the end, it will suggest a route towards more reliable and moral AI applications in the financial industry.