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About Monte Carlo (organization,product)
This page provides details about Monte Carlo (organization,product) which was ranked #11 out of 155 in the list of brands (9 mentions (13.9% share)) in answers from AI models (Perplexity Sonar (with search) (latest),
OpenAI ChatGPT Latest) when they were asked the following 1 question: "Which tools provide real-time AI monitoring and alerts?" on Dec 24, 2025 by AI Chat Watch.
Mentions by AI Model
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Citations from AI Responses
Which tools provide real-time AI monitoring and alerts?
**Arize AI, New Relic, UptimeRobot, Obsidian Security, and Pydantic Logfire** are key tools offering real-time AI monitoring with alerts for issues like model performance, drift, anomalies, and threats.[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.montecarlodata.com/blog-best-ai-observability-tools/)[Real-Time AI Agent Monitoring: Detecting Threats Before They ...](https://www.obsidiansecurity.com/blog/ai-agent-monitoring-tools)[AI Monitoring: Strategies, Tools & Real-World Use Cases](https://uptimerobot.com/knowledge-hub/monito [...]
[...] iansecurity.com/blog/ai-agent-monitoring-tools)[AI Monitoring: Strategies, Tools & Real-World Use Cases](https://uptimerobot.com/knowledge-hub/monitoring/ai-monitoring-guide/)[New Relic AI Monitoring](https://newrelic.com/platform/ai-monitoring)[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.montecarlodata.com/blog-best-ai-observability-tools/) ### Core Tools and Features These tools focus on production AI/ML models, LLMs, agents, and infrastructure: - **Arize AI** ([https://arize.com](https://arize.com)): Delivers live dashboards for tracking model predictions, data flo [...]
[...] gents, and infrastructure: - **Arize AI** ([https://arize.com](https://arize.com)): Delivers live dashboards for tracking model predictions, data flows, drift detection, and performance analytics with AI-assisted root-cause analysis and alerts.[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.montecarlodata.com/blog-best-ai-observability-tools/) - **New Relic AI Monitoring** ([https://newrelic.com/platform/ai-monitoring](https://newrelic.com/platform/ai-monitoring)): Provides full-stack observability with real-time metrics (response time, quality, tokens), custom alerts for [...]
[...] ://www.montecarlodata.com/blog-best-ai-observability-tools/](https://www.montecarlodata.com/blog-best-ai-observability-tools/)): Enables real-time tracing of LLM interactions and infrastructure metrics via OpenTelemetry for debugging and alerts.[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.montecarlodata.com/blog-best-ai-observability-tools/) ### Additional Options - **Monte Carlo** (from [https://www.montecarlodata.com/blog-best-ai-observability-tools/](https://www.montecarlodata.com/blog-best-ai-observability-tools/)): Features automated monitoring and intelligent ale [...]
[...] servability-tools/)): Enables real-time tracing of LLM interactions and infrastructure metrics via OpenTelemetry for debugging and alerts.[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.montecarlodata.com/blog-best-ai-observability-tools/) ### Additional Options - **Monte Carlo** (from [https://www.montecarlodata.com/blog-best-ai-observability-tools/](https://www.montecarlodata.com/blog-best-ai-observability-tools/)): Features automated monitoring and intelligent alerts for AI reliability.[The 17 Best AI Observability Tools In December 2025 - Monte Carlo](https://www.mont [...]