For Developers

Build, Scale & Deploy Production AI

A complete environment for data scientists and developers. Use your favorite tools, access scalable compute on demand, and deploy AI applications with enterprise data access.

Stop fighting infrastructure. Spin up GPU workspaces in seconds, connect to enterprise data securely, and deploy models without DevOps headaches.

Start Building Read the Docs

Python PyTorch Hugging Face LangChain CrewAI React

agent.py

                  # Build an AI agent in minutes
                  from crewai
                  import
                  Agent,
                  Task,
                  Crew

                  researcher =
                  Agent(
                  role="Market Analyst", goal="Find competitive insights", tools=[web_search, doc_reader]
                  )

                  task =
                  Task(
                  description="Analyze Q4 trends", agent=researcher )

                  crew =
                  Crew(agents=[researcher])
                  result = crew.kickoff()
                

// Developer Workflow

Build. Connect. Ship.

Everything you need to go from idea to production AI in days, not months.

AI Studio

GPU workspaces with Jupyter, VS Code, and R Studio. Pre-installed frameworks. Shared storage for teams.

Explore Studio

MCP Gateway

240+ verified MCP servers. Connect agents to Jira, Slack, Salesforce, databases, and more in minutes.

Browse Servers

Deploy to ACE Co-pilot

One-click publish to ACE Co-pilot. Your agents and apps are instantly available to every employee.

Learn About ACE Co-pilot

// AI Studio

Your Development Environment

GPU-powered workspaces with everything pre-installed. Start coding in seconds, not days.

GPU Workspaces

Launch Jupyter Lab, VS Code, or R Studio with GPU compute in seconds. No DevOps required.

Shared Storage

Centralized storage for datasets, models, and scripts. Accessible from any workspace.

Agent Frameworks

LangChain, CrewAI, and AutoGen pre-installed. Build multi-agent systems out of the box.

Model Registry

Version, track, and deploy models. A/B testing and rollback built in.

Team Collaboration

Share workspaces, datasets, and code. Real-time collaboration for ML teams.

Enterprise Security

SSO, RBAC, and audit logs. Your code and data never leave your infrastructure.

// Marketplace

Agents. Apps. Templates.

Deploy Proven AI Today. Pre-built AI agents, Streamlit dashboards, Gradio interfaces, and 200+ use case templates. Full source code access. Deploy in minutes, run on your infrastructure.

AI Agents Streamlit Apps Gradio Interfaces FastAPI Services 200+ Templates

Browse Marketplace

Ready to Deploy

Full Source Code Access

Every agent, app, and template comes with complete source code. Clone, customize, and deploy on your infrastructure.

Clone and customize

Deploy in minutes

Run on your infrastructure

// MCP Gateway

Connect Agents to Everything

The MCP Gateway gives your agents the power to act. Browse 240+ verified servers, connect in minutes, and let your agents interact with enterprise tools.

240+ verified MCP servers from Docker Hub

Visual builder for non-code configuration

Jira, Slack, Salesforce, GitHub, and more

Enterprise security and audit trails

Explore MCP Gateway

mcp-config.yaml

                  # Connect to enterprise tools
                  servers: -
                  name:
                  "jira"
                  image:
                  "mcp/jira-server"
                  auth:
                  "oauth2"

                  - name:
                  "slack"
                  image:
                  "mcp/slack-server"
                  channels: ["#engineering"] - name:
                  "postgres"
                  image:
                  "mcp/postgres-server"
                  read_only:
                  true
                

240+

Verified MCP Servers

100+

Data Connectors

5 min

Avg. Setup Time

80%

Less Integration Code

// Knowledge Connectors

Connect to Enterprise Data

Your agents need access to company data. Knowledge Connectors provide secure, permission-aware access to 100+ enterprise data sources with built-in RAG capabilities.

100+ pre-built connectors for enterprise systems

Permission-aware RAG respects access controls

Real-time sync keeps knowledge current

High-performance vector search engine

Explore Connectors

100+

Enterprise Connectors

// Deploy Frameworks

Build Any AI Application

From interactive dashboards to production APIs. Deploy with the framework you already know.

Streamlit

Turn Python scripts into interactive web apps in minutes. Perfect for data visualisation and prototypes.

Gradio

Create beautiful ML demos and interfaces. Ideal for showcasing models to stakeholders.

Dash

Build analytical dashboards with Python. Enterprise-ready data applications.

FastAPI

Production-ready APIs with automatic documentation. High-performance model serving.

Flask

Lightweight web applications and microservices. Simple, flexible, powerful.

React + Node

Full-stack web applications with modern JavaScript. Custom frontends for AI.

Full Source Code Access

No vendor lock-in. Export your agents, apps, and configurations at any time. Deploy anywhere.

                  
                  Export complete agent source code
                
                  Standard Python, no proprietary SDK
                
                  Deploy on-prem, cloud, or hybrid
                
                  Git integration for version control

                $
                katonic export sales-agent
              
                Exporting agent configuration...
              
                Exporting source code...
              
                Exporting MCP connections...
              
                Done! Saved to ./sales-agent/
              
                $
                ls sales-agent/
              
                agent.py config.yaml requirements.txt

// Supported Frameworks

Build With Tools You Already Know

PyTorch

TensorFlow

Hugging Face

LangChain

CrewAI

React

FastAPI

MLflow

Spark

Ray

Jupyter

VS Code

"Before Katonic, spinning up a GPU environment for a new project took 2 weeks of DevOps back-and-forth. Now my team does it in 5 minutes. We have shipped more AI projects in the last quarter than we did all of last year."

Head of ML Engineering

FinTech Company

Ready to Build?

Get started with GPU workspaces, 240+ MCP servers, and enterprise data access. Ship production AI in days, not months.

Request Access Read the Docs