Observability for GenAI Applications on AWS

Delivering full visibility into your AI-driven systems :  GenAI applications introduce new layers of complexity — model inference, token usage, agent behavior, external tool calls, distributed workflows, and dynamic data pipelines. Xenium Cloud Technology provides an AWS-native observability solution that gives you clear insight into performance, reliability, and cost across your entire GenAI stack.

Built using Amazon CloudWatch (GenAI Observability), AWS X-Ray, Amazon CloudTrail, and optional Amazon OpenSearch to index and analyze AI and application logs. All components scale automatically and integrate seamlessly with your existing AWS environment.

What We Deliver ?

  • End-to-end visibility across model calls, orchestration flows, serverless components, APIs, and knowledge-base retrieval.

  • Real-time dashboards & alerts for latency, token consumption, error rates, cost trends, and user-session behavior.

  • AI-specific telemetry including grounding metrics, model-invocation logs, agent traces, and inference quality signals.

  • Unified audit & compliance logging for secure, transparent operations.

  • Scalable, cost-efficient architecture leveraging AWS managed services.

Cloud Enablement

Unlock the full potential of cloud computing with our comprehensive Cloud Enablement Service.

Whether you're looking to lift-and-shift your current workloads (re-hosting) or modernize your applications by leveraging cloud-native features (re-platforming), our expert team ensures a smooth transition with minimal disruption.

Re-hosting

we migrate your workloads from your on-premise infrastructure to the cloud with minimal modifications. This approach reduces both the time and resources needed for execution.

Re-platforming

Following rehosting, we proceed to optimize your infrastructure by integrating cloud platform services wherever possible, while preserving your business logic and core application architecture.

AWS EKS Enablement

Migrate to EKS

We specialize in migrating Docker containers from on-prem clusters/servers or virtual machines to Amazon EKS (Elastic Kubernetes Service)

Managing EKS cluster

We help you set up and optimize Amazon Elastic Kubernetes Service (EKS) to efficiently manage and scale your containerized applications, ensuring robust performance, security, and cost-effectiveness in your Kubernetes environment.

Workload Optimization

We specialize in fine-tuning your EKS workloads to ensure optimal resource usage, reducing costs, and improving application performance

Setup Monitoring on EKS

We implement and configure monitoring solutions, including Amazon CloudWatch, Prometheus, Grafana to provide real-time insights, performance tracking, and proactive alerts, ensuring your EKS cluster operates efficiently and reliably.

Managed Cloud

Harness the fullest potential of AWS experience

Leverage a team of Certified Experts

Offload your AWS operations by leveraging our team of certified AWS experts.

AWS Environment & Costs optimization

We analyze your AWS infrastructure to identify cost-saving opportunities, streamline resource usage, and enhance performance, ensuring you get the most value from your cloud investment.

Offload your AWS operations

We specialize in fine-tuning your workloads to ensure optimal resource allocation, reducing costs, and improving application performance

Technical Support

We specialize in fine-tuning your workloads to ensure optimal resource allocation, reducing costs, and improving application performance

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