New Blog: The Ultimate Guide to KServe
note Your Trusted AI Infrastructure Partner

Enterprise-grade AI infrastructure built for mission-critical performance, in your cloud. Managed by our experts, fully owned by you and with zero vendor lock-in.

  • Secure, Observable & Compliant from Day 1
  • Zero vendor lock-in
  • Scale with confidence

AI Infrastructure Powered by Cutting-Edge Technologies

Harness top open-source technologies for innovation and scalability.

Discover our Core Technologies
AIBrix Stack

AIBrix Stack

KGateway & Gateway API Inference Extension

KGateway & Gateway API Inference Extension

KServe

KServe

LangGraph

LangGraph

NVIDIA Dynamo Platform

NVIDIA Dynamo Platform

Qdrant Vector Database

Qdrant Vector Database

Vertex AI

Vertex AI

vLLM Production Stack

vLLM Production Stack

Argo CD & GitOps Workflows

Argo CD & GitOps Workflows

CI/CD & GitOps Automation

CI/CD & GitOps Automation

AIBrix Stack

AIBrix Stack

KGateway & Gateway API Inference Extension

KGateway & Gateway API Inference Extension

KServe

KServe

LangGraph

LangGraph

NVIDIA Dynamo Platform

NVIDIA Dynamo Platform

Qdrant Vector Database

Qdrant Vector Database

Vertex AI

Vertex AI

vLLM Production Stack

vLLM Production Stack

Argo CD & GitOps Workflows

Argo CD & GitOps Workflows

CI/CD & GitOps Automation

CI/CD & GitOps Automation

Terraform by HashiCorp

Terraform by HashiCorp

Amazon Web Services (AWS)

Amazon Web Services (AWS)

Microsoft Azure

Microsoft Azure

Google Cloud Platform (GCP)

Google Cloud Platform (GCP)

Amazon EKS

Amazon EKS

Azure Kubernetes Service (AKS)

Azure Kubernetes Service (AKS)

Google Kubernetes Engine (GKE)

Google Kubernetes Engine (GKE)

Karpenter

Karpenter

Langfuse

Langfuse

Prometheus-Grafana Stack

Prometheus-Grafana Stack

Automated Security

Automated Security

Terraform by HashiCorp

Terraform by HashiCorp

Amazon Web Services (AWS)

Amazon Web Services (AWS)

Microsoft Azure

Microsoft Azure

Google Cloud Platform (GCP)

Google Cloud Platform (GCP)

Amazon EKS

Amazon EKS

Azure Kubernetes Service (AKS)

Azure Kubernetes Service (AKS)

Google Kubernetes Engine (GKE)

Google Kubernetes Engine (GKE)

Karpenter

Karpenter

Langfuse

Langfuse

Prometheus-Grafana Stack

Prometheus-Grafana Stack

Automated Security

Automated Security

Enterprise-Grade AI Infrastructure Deployment & Enablement

We partner with you through a proven process designed to de-risk your investment, accelerate deployment, and ensure long-term success.

Planning Phase icon

Planning Phase

Every successful AI initiative begins with strategy. We partner with you to understand your business goals, technical landscape, and success criteria, providing a clear, actionable roadmap.

  • Business & Technical Discovery
  • Comprehensive AI Infrastructure Assessment
  • Customized Delivery Roadmap
  • Optimal Design & Solution Architecture

Assessment

Assessment

Strategy

Strategy

Architecture

Architecture

Schedule Your Discovery Session
Deployment Phase icon

Deployment Phase

Using our automated, battle-tested blueprints, we build and deploy your complete, production-ready AI Infrastructure on your own cloud

  • Kubernetes based AI Infrastructure Deployment on AWS | GCP | Azure
  • Secure AI Gateway & Multi-Model Management
  • Infrastructure as Code, GitOps and full observability
  • GPU-Optimized Performance
  • Serverless LLM Inference & Autoscaling

Automation

Automation

Autoscaling

Autoscaling

Security

Security

See Our Technology Stack
Operation Phase icon

Operation Phase

Our partnership doesn’t end at deployment. We ensure your AI Infrastructure remains secure, optimized, and up-to-date.

  • Proactive Support and Maintenance
  • Continuous Platform Evolution
  • Direct Access to Our Experts
  • Knowledge Transfer & Training

Support

Support

Maintain

Maintain

Enablement

Enablement

Learn More about our Services

The Core Pillars Of Our Solutions

Every Drizzle platform is built on foundational pillars that ensure it is modern, scalable, secure, and ready for production from day one.

Icon for Unified Automation with IaC & GitOps

Unified Automation with IaC & GitOps

We use a unified approach to automation. Your core infrastructure is built with Terraform (IaC), and your applications are deployed with Argo CD (GitOps), creating a single, auditable system for managing your entire platform.

  • Infrastructure as Code using Terraform
  • Declarative GitOps deployments with Argo CD
  • A single source of truth for your entire stack
Icon for Optimized for LLM Serving

Optimized for LLM Serving

Utilize state-of-the-art inference engines like the vLLM Production Stack, AIBrix or NVIDIA Dynamo to create a tailored GenAI inference infrastructure on Kubernetes.

  • LLM inference and serving with vLLM
  • Production implementation with KServe, vLLM Prod Stack and AIBrix
  • Essential building blocks to construct scalable GenAI inference infrastructure
  • High-throughput, low-latency inference
  • Cost effective cloud deployment
Icon for Full-Stack Observability

Full-Stack Observability

Monitor everything from GPU utilization to token costs with our integrated O11y Stack, built on Prometheus, Grafana, Langfuse and OpenTelemetry.

  • Real-time metrics and tracing with Prometheus and Langfuse.
  • Pre-configured Grafana dashboards.
  • Monitor GPU usage & LLM token costs.
  • Pre-build LLM alerting with Alert Manager.

AI Infrastructure Built for Speed, Scale, and Intelligence

Our solutions core principles: unified automation for speed, a secure and scalable inference engine for performance, and complete observability for control.

Infrastructure Engineering (The Foundation)

We build your cloud-native GPU-based infrastructure platform foundation on AWS, GCP, or Azure, or On-Prem using Infrastructure as Code, GitOps and CI/CD.

  • Run anywhere: AWS, Azure, GCP, on-premises, or hybrid environments with consistent behavior.
  • GPU-powered Kubernetes clusters in secure VPC environments.
  • Serverless Inference Workloads - Automatic scaling including scale-to-zero on both CPU and GPU
  • Service Mesh
  • Canary rollouts and A/B testing
Infrastructure Engineering (The Foundation)

AI/LLM Engineering (The Engine)

Deploy the engine for your AI/LLM applications. You’ll will be provided with a robust, production-grade Inference Platform.

  • OpenAI-Compatible APIs
  • Serverless Inference Workloads and Dynamic custom scaling
  • Unified AI/LLM Gateway with Envoy AI Gateway Integration
  • Multi-frameworks Support (Hugging Face, vLLM, AIBrix, and custom models
  • KV Cache Offloading and Distributed LLM serving
  • Local Model Cache for faster startup
  • High Scalability and Density using LLM Mesh
AI/LLM Engineering (The Engine)

AI/LLM Platform Observability (The Cockpit)

You can't optimize what you can't see. We deploy a complete, AI-native observability stack so you can monitor everything from GPU utilization to token costs from day one.

  • Real-time monitoring with Prometheus and Grafana
  • Agents and LLM tracing and analytics with Langfuse
  • Track performance, cost, and usage metrics
  • Pre-built dashboards and alerts.
AI/LLM Platform Observability (The Cockpit)

Stop Building Infra. Start Delivering AI Innovation.

Your AI agents and applications are ready, but infrastructure complexity is creating bottlenecks. We eliminates these obstacles with enterprise-grade AI infrastructure that seamlessly integrates into your existing cloud environment—transforming months of deployment work into days of rapid delivery.

Deploy Your AI Infrastructure Now