--- title: Bion Blog | Observability description: Observability | Technical insights on AWS, Kubernetes, observability, AI infrastructure, platform engineering, cloud security, and operating production systems at scale. --- [![bion-logo-122x40](https://www.bionconsulting.com/hubfs/bion-logo-122x40.png)](https://www.bionconsulting.com) - [Home](https://www.bionconsulting.com) - Services - DevOps - [DevOps as a Service](https://www.bionconsulting.com/devops-as-a-service) - [DevOps Services](https://www.bionconsulting.com/services/devops/devops-services) - [AWS DevOps Consulting](https://www.bionconsulting.com/services/devops/aws-devops-consulting) - DevSecOps - [DevSecOps Consulting](https://www.bionconsulting.com/services/devsecops) - [DevSecOps Assessment](https://www.bionconsulting.com/services/devsecops-assessment) - [Software Supply Chain Security](https://www.bionconsulting.com/partnerships/anchore) - Kubernetes - [Kubernetes Consulting](https://www.bionconsulting.com/services/kubernetes/kubernetes-consulting-services) - 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[Palo Alto](https://www.bionconsulting.com/partnerships/palo-alto) - [About us](https://www.bionconsulting.com/about) - [Case Studies](https://www.bionconsulting.com/case-studies) - [Blog](https://www.bionconsulting.com/blog) - [Contact us](https://www.bionconsulting.com/contact-us) This is a search field with an auto-suggest feature attached. - There are no suggestions because the search field is empty. # Bion Blog: Observability ## [AI Gateway Architecture on AWS: Controlling Models, Cost and Governance at Scale](https://www.bionconsulting.com/blog/ai-gateway-architecture-on-aws) Most AI architectures start with a simple model call. ## [How to Build Production-Ready LLM Deployments on AWS](https://www.bionconsulting.com/blog/how-to-build-production-ready-llm-deployments-on-aws) Moving an LLM application from prototype to production requires more than selecting the right model. ## [How to Reduce LLM Inference Costs on AWS](https://www.bionconsulting.com/blog/reduce-llm-inference-costs-aws) Most teams do not discover LLM inference costs during the proof of concept. ## [RAG Architecture on AWS: What Actually Works in Production](https://www.bionconsulting.com/blog/rag-architecture-on-aws-what-actually-works-in-production) Most RAG systems don’t fail because of the model. ## [Streamlining Your Monitoring: New Relic and AWS Integration with Terraform](https://www.bionconsulting.com/blog/streamlining-your-monitoring-new-relic-and-aws-integration-with-terraform) ## [Observability for RISE with SAP on AWS Using New Relic](https://www.bionconsulting.com/blog/observability-for-rise-with-sap-on-aws-using-new-relic) RISE with SAP on AWS allows enterprises to modernise core ERP systems by removing the burden of... ## [New Relic NOW 2025: The New Era of AI-Driven Observability](https://www.bionconsulting.com/blog/new-relic-now-2025-the-new-era-of-ai-driven-observability) Digital systems are living ecosystems of microservices, distributed pipelines, real-time user... ## [AI Needs DevOps More Than Ever](https://www.bionconsulting.com/blog/ai-needs-devops-more-than-ever) AI development moves fast, but production moves carefully. ## [From Proof of Concept to Production: Building Responsible GenAI on AWS](https://www.bionconsulting.com/blog/scale-responsible-genai-on-aws) Every major organisation is experimenting with Generative AI — building chatbots, copilots, or... 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