> ## Documentation Index > Fetch the complete documentation index at: https://docs.trusys.ai/llms.txt > Use this file to discover all available pages before exploring further. # Production Monitoring TRU PULSE ensures that AI models remain secure, compliant, and performant in production environments. Descriptive alt text ### Key Capabilities * Real-time input/output logging and policy violation detection * Set up custom monitoring policies for toxicity, bias, hallucination, etc. * Detect concept drift, performance degradation, or abnormal user behavior * Integrate with observability pipelines and alerts (e.g., via APIs, webhooks) * View model behavior trends and generate audit reports ### Use Cases * Monitor deployed AI copilots, bots, or recommender systems * Catch and respond to emerging risks or attacks in production * Maintain compliance with AI governance and safety requirements