GENAI APP ENGINE

The Ultimate Engine for Rapid GenAI Project Deployment

Accelerate GenAI Adoption with Easy Workflows and Controlled Compute Access

One Platform, Endless Possibilities

Join 2,100+ forward-thinking organizations worldwide using ClearML

Explore How ClearML Facilitates Enterprise GenAI Projects

Streamline the launch of GenAI apps with ClearML’s GenAI App Engine. Our platform provides the flexibility needed for developers to launch LLMs on top of an infrastructure control plane that manages compute access, usage and performance monitoring, and security. Use an off-the-shelf LLM with our streamlined interface and integrated orchestration. Or use your own fine-tuned model to jumpstart testing models for specific use cases and get GenAI apps into production faster.

Drive GenAI Deployment with Streamlined Tooling and Orchestration

Enable business owners to evaluate and iterate on GenAI projects and applications at scale

Deploy Any LLM with a Single Click

Plug in a custom or fine-tuned model from Hugging Face and launch a GenAI app through a simple UI or CLI, powered by LLM serving engines such as vLLM, Llama.cpp, Triton, and other engines. ClearML provides the secure API endpoints with role-based access control and networking for addressing specific use cases.

Allocate Resources for Models, Teams, and Business Units

Use ClearML’s dynamic traffic routing to manage the data, load balancing, and compute resources used by every deployed app, endpoint, or AI agent across your network. ClearML optimizes your traffic flow to improve application performance and reduce network latency. For inference, ClearML can horizontally scale-out compute on-the-fly to conserve GPU power, ensuring maximum availability for active endpoints during peak periods.

Understand Performance and Usage with Model Endpoint Monitoring

Monitor and police all AI API traffic across your network with a view of all active endpoints and their associated request volume, latency, memory usage, and resource utilization of CPUs, GPUs, I/O, and network.

Maximize Availability While Minimizing Running Costs

Ensure your GenAI apps are “always on” and available to end users without paying for dedicated GPU resources. ClearML’s unified memory technology uses active CPU memory to hold idle models and minimizes inference costs by conserving GPU power for active models.

Launch Your Own GenAI Applications

Build your own wizards for deploying GenAI apps into your enterprise environment. Instantly spin up apps with customized UIs for internal customers.

Gain Full Visibility on AI Agents

Create and launch AI agents to automate and optimize task handling. Easily track how they are used and how they perform.

The ClearML Difference

Build Your Rocket. Use Our Engine.

Make it easy for engineers to adopt LLMs

Design and architect GenAI solutions for your use cases while we take care of everything under the hood, from authentication to traffic routing. Our infrastructure control plane manages all of your credentials, controls compute resourcing and usage, and monitors live endpoints, providing operational efficiency and reducing the overhead of supporting GenAI use cases at scale.

Start Instantly, Then “Lift and Shift” to Scale

Focus on solving your business challenges

Start LLM projects on minimal GPU compute and easily re-deploy winners onto bigger clusters for scale. ClearML stores and restores the state, enabling the lift and shift of your app instance without any additional work.

Enterprise GenAI Starter Kit

ClearML provides everything you need

Kick off GenAI projects easily by deploying LLMs directly onto compute resources using ClearML’s UI and built-in networking. Dynamic pipelines and apps that support data ingestion, data cleansing, model training, and vector databases do the heavy lifting for customizing and fine-tuning state-of-the-art LLMs to your specific use case.

Democratize Access To GenAI Innovation

A controlled environment for incubating GenAI apps

Offer a secure and fully supported space for engineers and business stakeholders across different business units, departments, or teams to collaborate on GenAI projects. ClearML provides security and prevents data leakage by controlling access to data, models, and API endpoints with RBAC and authentication.