Ethics of AI in Finance · Next Insurance, Bloomberg & Betterment

Critical case-study analysis of AI deployments across three fintech archetypes: Next Insurance (insurtech underwriting automation), Bloomberg (BloombergGPT and NLP), and Betterment (robo-adviser portfolio optimisation and tax-loss harvesting). Examined algorithmic bias, data-privacy exposure, transparency, market-stability risk, and workforce displacement — proposed a governance framework anchored on explainable AI, diverse training data, regular bias audits, and human-in-the-loop oversight.