Coralogix Reviews, Ratings & Features 2026 | Gartner Peer Insights

AI Security and Anomaly Detection is a market focused on providing runtime protection and monitoring for AI applications, particularly those using generative models like large language models (LLMs). These solutions detect and mitigate risks such as prompt injection, hallucinations, toxicity, biased outputs, data leakage, and performance drift. Delivered as cloud-native modules via APIs or embedded within applications, they offer real-time visibility into content and security anomalies. The market supports compliance with emerging regulations, enables centralized oversight across multiple AI deployments, and helps organizations safeguard their brand and decision-making processes from faulty or malicious AI behavior.

Active

Find the top AI Security and Anomaly Detection with Gartner. Compare and filter by verified product reviews and choose the software that’s right for your organization.

AI Security and Anomaly Detection

Coralogix

HEAD OF DATAOPS - ITALY

Valida piattaforma di monitoraggio per la gestione di sistemi produttivi. pricing competitivo, soprattutto per piattaforme con larghe mole di dati da gestire. Possibilità di sfruttare query per gestire e correlare log dei date con metriche di riferimento.

A robust monitoring platform for managing production systems. Competitive pricing, especially for platforms with large amounts of data to manage. Ability to leverage queries to manage and correlate data logs with reference metrics.

<50M USD

50M - 250M USD

500M - 1B USD

10B - 30B USD

OT SECURITY

It offers real time analysis without indexing which greatly speeds up anomaly detection and decision making

It Security & Risk Management Associate

it has been a strong overall experience. the team was responsive and knowledagble and the onboarding process was straight forward. 

TrojAI

Cisco Systems

Palo Alto Networks

Cranium

CalypsoAI

The focus of the company is to reconstruct the approach to observability via a real-time streaming analytics pipeline. This pipeline offers monitoring, visualization, and alerting capabilities whilst eliminating the challenges of indexing and excessive costs. The company facilitates users to establish various data pipelines per use case, offering profound insights at a significantly lower price. In essence, the main business problem the company solves is to streamline the future of data.

We‚Äôre rebuilding the path to observability using a real-time streaming analytics pipeline that provides monitoring, visualization, and alerting capabilities without the burden of indexing, overages or huge costs.

By enabling users to define different data pipelines per use case, we provide deep insights for less than half the cost.

In short, we are streaming the future of data.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Useful dashboards and alerts

Critical Review

Real Time Analysis Enables Quick Detection But Data Routing Configuration Remains Complex

Likes and dislikes about

likes

dislikes