nilkanth ahire

nilkanth ahire

Building AI Observability.

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Tastemaker
Tastemaker

Maker History

  • Sentinel AI
    Sentinel AISpot Risky AI Behavior Before It Ships
    Jun 2026
  • 🎉
    Joined Product HuntJune 6th, 2026

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Sentinel AI - Spot Risky AI Behavior Before It Ships

SentinelAI is a lightweight AI safety and observability layer for LLM applications. Unlike tools focused on model evaluation or output generation, SentinelAI monitors both prompts and responses in real time, detects prompt distribution shifts, flags risky outputs, and combines multiple signals into a unified, explainable risk score. Developers can integrate it through a simple API to catch AI failures before they reach users.
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