Sentrial

Sentrial is a production monitoring platform purpose-built for AI agents, giving teams full visibility into how their agents behave in real-world environments. It helps you monitor key metrics, track success rates, and measure ROI so you can detect issues like agent drift and silent regressions before they impact users. By centralizing observability across sessions, tool calls, and LLM interactions, Sentrial enables more reliable and predictable AI deployments.

Sentrial provides real-time trace streaming so you can watch every agent interaction as it happens, with detailed request/response logging for complete transparency. It tracks token usage and latency breakdowns, helping you understand performance bottlenecks and cost drivers at a granular level. A step-by-step session timeline lets you replay any conversation turn-by-turn, inspecting prompts, LLM outputs, and tool execution inputs/outputs to diagnose failures quickly. These capabilities support faster debugging, safer iterations, and more confident releases of complex, tool-using agents.