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Sentrial

Datadog for Agent Reliability

Y CombinatorWinter 2026ActiveB2BEngineering, Product and Design

What they do

Problem

AI products and agents in production can loop, hallucinate, or degrade user experience without clear, real-time visibility into failures and their causes.

Solution

Sentrial provides a production monitoring, evaluation, and debugging platform that detects agent reliability issues in real time, diagnoses root causes, and recommends fixes.

Who it's for

AI product teams and developers operating AI agents or AI-powered applications in production.

Founders

Neel Sharma
Founder/CEO

Neel is the founder of Sentrial - production monitoring for AI products. He studied Computer Science at UC Berkeley and worked on agentic optimization at Sense. He saw firsthand that traditional evaluation frameworks break down once agents hit production. That insight led to the creation of Sentrial, a platform built to monitor, evaluate, and improve agent performance in real-world, production environments. contact: neel@sentrial.com

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