Perimattic AI Observability & LLM Monitoring Services

Perimattic provides AI Observability Services that help organizations monitor, evaluate, and optimize production AI systems deployed on AWS. Our experts implement end-to-end observability for large language models (LLMs), generative AI applications, RAG pipelines, AI agents, and machine learning models to improve reliability, accuracy, and operational performance.

Using Amazon CloudWatch, Amazon Bedrock, Amazon SageMaker, AWS Lambda, and leading AI observability platforms, we build monitoring solutions that provide real-time visibility into model behavior, latency, token usage, costs, response quality, hallucinations, and user interactions.

Our services include:

• AI Observability Strategy
• LLM Monitoring
• Prompt & Response Analytics
• Hallucination Detection
• Model Performance Monitoring
• RAG Pipeline Evaluation
• AI Agent Monitoring
• Model Drift Detection
• Token Usage & Cost Monitoring
• AI Quality Evaluation
• Automated Alerting & Dashboards
• AI Security Monitoring
• MLOps Integration
• Continuous AI Optimization

Perimattic enables organizations to operate AI systems with confidence by delivering actionable insights, proactive monitoring, automated alerts, and continuous optimization. Our AI observability solutions improve model reliability, reduce operational risks, optimize inference costs, and ensure enterprise-grade AI governance on AWS.