Production-Ready AI Stack in Hours, Not Months
Deploy production-grade AI infrastructure in your cloud with our battle-tested AgentOps Framework. Secure, scalable, and fully owned by you; delivered by the experts who do this every day.
- No vendor lock-in
- Proven at scale, across enterprises and startups
- Enterprise-grade security and compliance
AI Platform Powered by Leading OSS Cloud-Native Tools
Harness top open-source technologies for innovation and scalability.
Discover our Core Technologies
AIBrix Stack
Azure Kubernetes Service (AKS)
Argo CD & GitOps Workflows

Automated Security
Amazon Web Services (AWS)
Microsoft Azure
CI/CD & GitOps Automation
Amazon EKS
Google Kubernetes Engine (GKE)

AIBrix Stack
Azure Kubernetes Service (AKS)
Argo CD & GitOps Workflows

Automated Security
Amazon Web Services (AWS)
Microsoft Azure
CI/CD & GitOps Automation
Amazon EKS
Google Kubernetes Engine (GKE)
Google Cloud Platform (GCP)

Karpenter
KGateway & Gateway API Inference Extension

Langfuse

LangGraph

NVIDIA Dynamo Platform
The O11y Stack (Observability)

Qdrant Vector Database
Terraform by HashiCorp
vLLM Production Stack
Google Cloud Platform (GCP)

Karpenter
KGateway & Gateway API Inference Extension

Langfuse

LangGraph

NVIDIA Dynamo Platform
The O11y Stack (Observability)

Qdrant Vector Database
Terraform by HashiCorp
vLLM Production Stack
Enterprise-Grade AI Stack Deployment & Enablement
We partner with you through a proven process designed to de-risk your investment, accelerate deployment, and ensure long-term success.
Planning Step
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.
- Discovery
- AI Readiness Assessment
- Customized Strategic Plan
Together we will explore and look to:
Discovery
Assessment
Strategy
Deployment Step
Using our automated, battle-tested AgentOps Framework, we build and deploy your complete, production-ready AI Stack on your own cloud
- AI Stack Deployment
- Synapse AI Enablement
- Enterprise AI Hub
- 100% Ownership Hand-off
Together we will explore and look to:
Automation
100% Ownership
Secure by Design
Operation and maintenance Step
Our partnership doesn’t end at deployment. We ensure your AI Stack remains secure, optimized, and up-to-date.
- Full maintenance and Updates
- Direct Access to Our Experts
- Continued partnership
Together we will explore and look to:
Support
maintenance
Updates
The Core Pillars Of Our Platform
Every Drizzle platform is built on foundational pillars that ensure it is modern, scalable, secure, and ready for production from day one.
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
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 the vLLM Prod Stack and AIBrix
- Essential building blocks to construct scalable GenAI inference infrastructure
- High-throughput, low-latency inference
- Cost effective cloud deployment
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.
A Platform Built for Speed, Scale, and Intelligence
Every Drizzle:AI deployment is built on 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 using Terraform Infrastructure as Code, GitOps and CI/CD.
- Support major Cloud Providers (AWS, Azure and GCP)
- GPU-powered Kubernetes clusters in secure VPC environments.
- Built-in cluster autoscaling capabilities.
- Infrastructure as Code with Terraform.
- Complete cloud resources (networking, databases, storage,...)

AI/LLMOps Engineering (The Engine)
Deploy the engine for your AI/LLM applications. You’ll will be provided with a robust, production-grade Inference Platform.
- Unified AI/LLM Gateway
- Multi-model LLM serving with dynamic scaling.
- Model fine-tuning for peak performance and efficient GPU utilization.
- Enterprise-grade observability, security, and compliance features.
- Built on our proven implementation of the vLLM Production Stack and AIBrix.

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
- Deep LLM tracing and analytics with Langfuse
- Track performance, cost, and usage metrics
- Pre-built dashboards and alerts.

Why Choose Drizzle:AI?
A Complete Solution for building your AI Platform, powered by Kubernetes, Terraform, vLLM Production Stack, NVIDIA Dynamo, Jupyter, Ray and ArgoCD
Accelerate AI to Production with Ease, Results in Days, Not Months
Building a similar solution from scratch could take years of effort and significant resources. With our accelerator, you save time and focus on perfecting your AI product while we handle the complex groundwork for you.
Guaranteed Results with Transparency
Our streamlined process ensures predictable outcomes delivered on time, with no long-term commitments and within budget. Enjoy direct communication with our team, keeping you informed every step of the way. No hidden fees, surprise charges, or long-term commitments—just straightforward, reliable service.
Own Your AI Stack
Take full control of your platform and its code—it's 100% yours. We provide guidance to help you manage it effectively moving forward. You lead the way, and we're here to support you whenever needed. Achieve results that are 10x faster, 10x more cost-effective, and 10x higher in quality.
Optional: Seamless Deployment of AI Applications and Platforms
Looking to deploy your GenAI application, intelligent agent, MCP server or multi-agent platform on your new infrastructure? Our expert consulting ensures a secure, efficient, and tailored deployment process. Pricing is customized based on the scope of your project, guaranteeing the best value for your needs.
We build your E2E Platform for your AI Solution
Drizzle:AI provides an end-to-end solution for your AI needs. Our platform, powered by Kubernetes, Terraform, JRAK Stack, the vLLM Production Stack, AIBrix Stack, NVIDIA Dynamo, is architected to let you seamlessly build scalable LLM apps with Kubernetes and reliably serve LLMs with GPUs, all while you focus on your core AI innovation.
Secure By Design Foundations
Your platform will be secure by design. We implement essential security best practices for your cloud environment, Kubernetes clusters, and CI/CD pipelines to give you a secure foundation to build upon.
Ready to cross the AI Platform Chasm?
Transform your AI ambitions into reality. Our expert team specializes in deploying production-ready AI Stack that scale with your business. Don't let technical barriers slow your innovation; let's accelerate your AI journey together.
