As enterprises are integrating LLMs (Large Language Models) into their workflows, they are realizing the need for reliable AI outputs and transparency into the decision making. LLMOPS (Large Language Model Operations) is a comprehensive pipeline that evaluates and optimizes generated content. It integrates observability tools, dashboards and risk mitigation processes to ensure compliances and quality.
Hence, it can provide visibility into how models perform in real world conditions. It can look into aspects like model drift, hallucinations and policy violations for reliable AI systems that meet business goals.
