Why The Drizzle AgentOps Framework?
About Drizzle:AI
We're a team of platform architects and AI engineers who got tired of watching brilliant AI projects die in the lab. So we built the solution.
Our Story: We Lived the Problem
Drizzle:AI wasn't born in a boardroom; it was forged in the trenches. As platform architects and AI engineers at high-growth tech companies, we lived the pain of the "AI Platform Chasm" every single day.
We saw brilliant teams with game-changing models get stuck for months, sometimes years, trying to solve the same complex infrastructure problems from scratch: fragmented tools, byzantine security requirements, and the endless, costly challenge of getting AI to production.
We realized that every company was rebuilding the same essential "glue" and wasting millions in the process. We knew there had to be a better way.
This wasn't just our observation. We saw our frustrations echoed in communities across the community. We heard it validated by industry leaders like Sol Rashidi, the world's first enterprise CAIO, who famously declared in her "AI Survival Guide": "It's not AI, It's Deployment!" We even saw Y Combinator's own requests for startups directly calling for solutions to this exact problem. The need was clear.
With our deep expertise in DevOps, AI, Agents, MLOPS and building large-scale distributed systems, we knew we were the right team to build the solution.
Our Solution: The AgentOps Framework
The world doesn't need another isolated model-serving tool or a black-box SaaS platform. Companies need to own their AI destiny.
That's why we created the Drizzle:AI AgentOps Framework.
Our framework isn't just another tool; it's a complete, production-ready platform delivered as unified Infrastructure-as-Code and GitOps workflows. We've stitched together all the essential components—CI/CD, observability, secure LLM access, GPU routing, and integrations—that companies are typically forced to wire together themselves.
We automate the entire process, deploying a secure, scalable, and fully-owned AI infrastructure onto your cloud in hours, not months.
What We Build on Your Platform
On top of this core framework, we deliver two key products:
Enterprise AI Hub (LLM Gateway): A secure, unified API that allows your developers and AI agents to access multiple open-source models. It handles everything from intelligent model routing and autoscaling to GPU cost optimization and observability, right out of the box.
Synapse AI (Knowledge Assistant): A self-hosted, multi-agent AI assistant that connects securely to your internal company data (Slack, GitHub, Confluence, etc.). It runs fully on your own infrastructure, delivering private, real-time insights powered by open-source LLMs.
Our Difference: You Own the Stack
Our competitors, like Anyscale, Baseten, or HuggingFace Inference, focus on specific pieces of the puzzle. They sell you a service, which creates another dependency.
We sell you freedom.
Our core belief is that you shouldn't have to choose between speed and ownership. We provide the speed of a managed service but with the power of total ownership. We build your platform, we guide you, and then we hand you the keys. No vendor lock-in. No black boxes. Just a world-class AI infrastructure that is 100% yours.
Our Technology
We build on a foundation of best-in-class, open-source, and cloud-native technologies that your team already knows and trusts.
Cloud & Infrastructure: AWS, GCP, Azure, Kubernetes (EKS, GKE, AKS), Terraform, Helm.
AI & AgentOps: vLLM, AIBrix, LangGraph, CoPilotKit, Langfuse, Qdrant.
Models: Llama3, Qwen3, Gemma, Deepseek, and other leading open-source LLMs.
CI/CD & GitOps: GitHub Actions, GitLab CI, ArgoCD.
Security & Networking: KGateway, Nginx, Cert Manager, Trivy, SOPS.
Observability: Prometheus, Grafana, OpenTelemetry.
Our Core Values
These principles guide our approach, shaping the way we work, the solutions we create, and the relationships we build with our clients. They form the backbone of our mission. We believe AI is one of humanity's most transformative and creative achievements, capable of impacting billions of lives through a single application. Yet, delivering AI solutions remains unnecessarily complex. Our goal is to simplify infrastructure management, enabling our customers to dedicate more time to their unique missions and make the world a better place in their own way.
You Own It. 100%.
We measure success by the ability to take charge and operate independently. Embrace responsibility as if the company were your own, focusing on areas where your contributions create the greatest impact.
Velocity
We prioritize speed and efficiency by leveraging proven blueprints. These frameworks encapsulate best practices, enabling us to deliver solutions in weeks rather than months.
Integrity Above All
The right choice is often clear—it’s the one that is fair, ethical, and honorable. Prioritize doing what’s right, even when it’s challenging or costly. Uphold your values and principles, ensuring your actions reflect the kind of person you aspire to be.
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.
