What Sentrial does
Sentrial is an observability platform focused on AI agent reliability, positioned as "Datadog for agent reliability." It targets the silent behavioral failures that traditional monitoring misses, such as hallucinations, user frustration, and agents forgetting context, rather than just whether a system is running.
Key capabilities
- Per-customer trained classifiers that run against 100% of production logs in real time
- Detection of behavioral failures like wrong answers, hallucinations, and lost context that produce no error signal
- Continuous monitoring that can surface anomalies not explicitly labeled in advance
- Analysis of telemetry across prompts, responses, tool calls, retrieval steps, and decision branches
Who it's for
Sentrial is built for teams running AI agents in production who need to know whether an agent is behaving correctly, not just whether requests succeed. It addresses the gap left by traditional APM tools, which report slow requests and errors but cannot tell you when an agent gave a wrong answer or frustrated a user.