Intelligent Human Resources Assistant

Design an AI-based human resources assistant capable of answering employee inquiries, providing policy information, and assisting in training recommendations. Discuss data ingestion methods for employee data and policy documents, how embeddings would facilitate understanding of inquiries, model choice for interaction, evaluation metrics for user satisfaction, cost and latency considerations for scalable deployment, safety mechanisms for confidential information, and plans for monitoring evolving employee needs.