Enterprise AI Observability
All LLM and ML Models Need Production Monitoring
AI Observability is the foundation which gives enterprises the confidence to ship more predictive and generative models and LLM applications into production. The Fiddler AI Observability platform helps monitor, analyze, and protect models for a variety of use cases ranging from chatbot and efficiency apps to business and mission-critical deployments.
Data science, engineering, and LOB teams can apply actionable insights from hallucination, PII, toxicity, and custom metrics to improve KPIs like cost control, revenue impact, MTTI and MTTR. AI Observability is reliant on not only on metrics but also how well issues can be explained when something eventually goes wrong.
When predictive or generative models or LLM applications inevitably degrade in performance, AI Observability rights the ship.