Organizations, particularly government agencies and those leveraging AI for sensitive applications like hiring, face significant challenges in ensuring their AI systems are trustworthy, ethical, and free from bias. AI engineers often struggle with the nuanced “gray areas” of AI ethics, leading to potential discrimination and accountability gaps. EthiSense AI provides a comprehensive platform designed to integrate ethical guidelines and accountability frameworks directly into the AI development lifecycle. It offers tools for automated bias detection in data and models, fairness metric tracking, explainability (XAI) insights, and continuous compliance monitoring against regulatory standards. The platform helps engineers identify and mitigate ethical risks from data ingestion to model deployment, ensuring AI systems are transparent, fair, and accountable, thereby addressing the need for trustworthy AI and mitigating agency risk.