# Sentrial

**Source:** https://www.startuphub.ai/startups/sentrial
**Profile type:** Startup

> Production monitoring for AI agents that catches semantic failures your APM misses.

## About

Sentrial is a real-time production monitoring platform for AI agents. It detects semantic failures - hallucinations, infinite loops, bad tool calls, and user frustration signals - that never throw an error and never surface in traditional APM tools. Founded by two UC Berkeley undergrads, Sentrial uses per-customer fine-tuned classifiers and full-fidelity session capture to give engineering teams source-code-level failure pinpointing, plus a session replay-and-fork debugger for production agent issues.

## Key facts

- **Slug:** sentrial
- **Website:** https://sentrial.com
- **Founded:** 2026-01-01
- **Operating status:** Active
- **Sectors / tags:** AI Developer Tools, AI Observability, MLOps

## Frequently asked

### What does Sentrial do?

Sentrial is a real-time production monitoring platform for AI agents. It detects semantic failures - hallucinations, infinite loops, bad tool calls, and user frustration signals - that never throw an error and never surface in traditional APM tools. Founded by two UC Berkeley undergrads, Sentrial uses per-customer fine-tuned classifiers and full-fidelity session capture to give engineering teams source-code-level failure pinpointing, plus a session replay-and-fork debugger for production agent i…

### When was Sentrial founded?

Sentrial was founded in 2026.

### What industry does Sentrial operate in?

Sentrial operates in AI Developer Tools, AI Observability, MLOps.

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