Production-Ready AI/LLM Platform in Weeks
The AI Platform Chasm stalls innovation and burns cash. Drizzle:AI delivers your modern, cloud-native AI platform in weeks. Own your stack, accelerate innovation, and serve AI & LLMs with confidence.
- No Hidden Costs, No Recurring Fees
- 100% Satisfaction Guarantee
- Talk to an Engineer.
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
Amazon Web Services (AWS)
Microsoft Azure
Amazon EKS
Google Kubernetes Engine (GKE)

AIBrix Stack
Azure Kubernetes Service (AKS)
Argo CD & GitOps Workflows
Amazon Web Services (AWS)
Microsoft Azure
Amazon EKS
Google Kubernetes Engine (GKE)
Google Cloud Platform (GCP)

JRAK Stack
NVIDIA Dynamo Platform
The O11y Stack (Observability)

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

JRAK Stack
NVIDIA Dynamo Platform
The O11y Stack (Observability)

Qdrant Vector Database
Terraform by HashiCorp
vLLM Production Stack
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 (Phase II).
- Support for vLLM, AIBrix, NVIDIA Dynamo and JARK stacks
- Essential building blocks to construct scalable GenAI inference infrastructure
- High-throughput, low-latency inference
- Dramatically reduced GPU costs
Full-Stack Observability
Monitor everything from GPU utilization to token costs with our integrated O11y Stack, built on Prometheus, Grafana, and OpenTelemetry.
- Real-time metrics with Prometheus
- Pre-configured Grafana dashboards
- Monitor GPU usage & LLM token costs
The Drizzle:AI Launchpad: Our 4-Phase Process
Drizzle:AI Launchpad is a four-phase service that takes you from concept to a production-ready AI platform in weeks. Each phase builds on the last for a secure, scalable, and fully owned solution.
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.
- Fully Managed Kubernetes Cluster, powered by GPU Nodes, Deployed into a secure VPC
- We support natively AWS, GCP and Azure.
- Cluster Autoscaling Implemented by Design.
- Terraform Infrastructure as Code.
- Rquired cloud infrastructure resources such as networking layer, vector databases, storage, messaging and queuing,…etc

AI/LLMOps Engineering (The Engine)
Deploy the engine for your AI applications. You’ll will be provided with a robust, production-grade serving engine. Choose from flexible options: JRAK Stack, vLLM Production Stack, AIBrix, or NVIDIA Dynamo. Each solution is optimized for enterprise-grade GenAI and LLM inference on Kubernetes
- JRAK Stack (Jupyter, Argo, and Ray on Kubernetes)
- vLLM Production Stack
- AIBrix Stack
- NVIDIA Dynamo Stack

AI Model Deployment & Serving (The Model)
With the platform and serving engine (e.g., using vLLM or AIBrix's building blocks) in place, the next step is to deploy your chosen AI model(s). We help you serve any compatible model, whether it's from Hugging Face or one you've developed in-house.
- Deploy open-source models directly from Hugging Face or bring your own custom-developed models.
- Our platform is designed to support multi-model serving, allowing you to deploy and manage several different models simultaneously.

AI/LLM Platform Observability (The Cockpit)
You can't fly blind. We'll give you the tools to monitor everything under the hood.
- We deploy a complete, out-of-the-box observability solution based on OpenTelemetry Prometheus and Grafana. This includes gathering telemetry in the form of metrics, traces and logs coming from your AI/LLM Platform and the underlying infrastructure.
- You get pre-built dashboards to monitor critical metrics like GPU utilization, Time for First Token (TFFT), Time for Output Token (TFOT), Prompt/Generation Tokens per Second, request throughput and overall cloud costs.

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 (The Armor)
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.
Accelerate Your AI Journey with Our Production-Ready Platform and Expert Support
Discover how our cutting-edge platform and dedicated team can help you harness the power of AI to achieve your business goals. Take the first step towards innovation today.
