We make AI agents trustworthy in production
Sentrial was founded in 2025 by engineers who experienced firsthand how AI agents behave differently once they leave the sandbox. Evals pass. Demos look great. Then users start complaining about things you never caught internally.
We built Sentrial to close that loop — a production monitoring layer that watches every session, every tool call, and every LLM interaction, and alerts you the moment something drifts from the behavior you verified.
Values
We surface only the regressions that matter. Every alert we fire is backed by a statistically significant deviation from a verified baseline.
Sentrial is designed by engineers who have shipped AI agents to production and lived through the pain of silent drift. The tool fits the workflow, not the other way around.
All trace payloads are scrubbed for PII before storage. We process only what we need to detect regressions — nothing more.
We publish our uptime, our regression scoring algorithm, and our pricing openly. No hidden fees, no dark patterns.
Team
Previously led AI platform engineering at a Fortune 100 company. Shipped observability tooling used by 800+ internal engineers.
Former infrastructure lead at a Series B AI startup. Built distributed trace pipelines processing 50M+ events per day.
Ex-product lead at a developer tools company. Obsessed with the gap between what AI agents promise and what they deliver in production.