AI is moving fast. In fact, AI advancement and adoption are moving faster than any shift we’ve seen since cloud native. New models, new tools and new use cases seem to appear every week. According to Gartner, by 2026, more than 80% of enterprises will have used generative AI (GenAI) in production environments. For teams running production systems, that pace means observability has to keep up.
The challenge? With AI, monitoring isn’t just about uptime and responsiveness, although they are still important. Most AI systems are built on a








