> ## Documentation Index
> Fetch the complete documentation index at: https://tyk.io/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Studio

> AI Management for Platform Teams with Tyk AI Studio, a comprehensive platform for managing and deploying AI LLMs and chats

export const ButtonLeft = ({href, color, content}) => {
  const buttonStyle = {
    display: 'inline-block',
    padding: '5px 16px',
    fontSize: '14px',
    fontWeight: '500',
    textDecoration: 'none',
    borderRadius: '25px',
    transition: 'all 0.2s ease',
    cursor: 'pointer',
    border: '1.2px solid black'
  };
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    green: {
      backgroundColor: '#20EDBA',
      color: 'black'
    },
    red: {
      backgroundColor: '#dc2626',
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  return <a href={href} style={finalStyle} onMouseEnter={e => {
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    e.target.style.transform = 'translateY(0)';
    e.target.style.boxShadow = 'none';
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      {content}
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};

export const FeatureCards = ({components}) => {
  return <div className="feature-grid">
      {components.map((item, index) => <div key={index} className="feature-item">
          <div className="feature-icon">{item.icon}</div>
          <div className="feature-title">{item.title}</div>
          <p className="feature-description">{item.description}</p>
          {item.path && <div className="feature-button">
              <a href={item.path}>{item.button_text || 'Learn More'}</a>
            </div>}
        </div>)}
    </div>;
};

export const components = [{
  title: "Centralized AI Management",
  icon: "🗄️",
  description: "Unify and govern AI usage with role-based access, rate limiting, monitoring, and compliance controls."
}, {
  title: "AI Gateway",
  icon: "🚪",
  description: "Securely proxy LLMs, integrate custom models, and track usage/costs through a central gateway."
}, {
  title: "AI Portal",
  icon: "🔍",
  description: "Empower developers with a curated catalog of AI tools and services for faster innovation."
}, {
  title: "AI Chat",
  icon: "💬",
  description: "Enable direct, secure interaction with AI tools and data sources via intuitive chat interfaces."
}];

export default function AIStudioCards() {
  return <FeatureCards components={components} />;
}

Tyk AI Studio is a comprehensive platform that enables platform teams to manage and deploy AI applications with enterprise-grade governance, security, and control.

## Prerequisites

Before getting started with Tyk AI Studio, you need to obtain a license from Tyk Technologies. Contact [support@tyk.io](mailto:support@tyk.io) or your account manager to request your AI Studio license.

## Key Features

<AIStudioCards />

Tyk AI Studio enables platform teams to:

* Centralise access credentials to AI vendors, including commercial and in-house offerings
* Log and measure AI usage across the organization
* Build and release Chatbots for internal collaboration
* Ingest data into a knowledge corpus with siloed access settings
* Create AI functions as a service for common automations
* Script complex multi-modal assistants that intelligently select which AI vendor, model, and data set to use
* Implement role-based access control to democratise LLM access while maintaining security

## Enterprise AI Challenges

Organizations implementing AI face several key challenges:

* **Shadow AI**: Unauthorized tools running without governance or oversight
* **Data privacy and compliance**: Meeting regulatory requirements while enabling innovation
* **Security and access control**: Implementing proper authentication and authorization
* **Cost management**: Controlling expenses from unmonitored AI usage

## Integrate AI with Confidence

Tyk AI Studio helps organizations harness AI's potential while ensuring proper governance, security, compliance, and control. Purpose-built for enterprises, this AI gateway and management solution enables seamless governance that overcomes the risks and challenges of AI adoption.

<iframe width="560" height="315" src="https://www.youtube.com/embed/J2BY7NYRk7U" title="Tyk AI Studio" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen />

## Solution Components

Tyk AI Studio provides a comprehensive suite of capabilities to manage, govern, and interact with AI across your organization:

### Centralized AI management

Unify and control AI usage across your organization:

* Govern AI with role-based access control, rate limiting and audit logging
* Monitor usage, costs, budgets, and performance in real time
* Manage how LLMs are accessed and used, with an AI gateway as a single point of control
* Ensure compliance with global privacy regulations through customizable data flow management

### AI Gateway

Seamlessly connect to AI tools and models:

* Proxy to large language models (LLMs) and integrate custom data models and tools
* Use the [AI Gateway](/5.9/ai-management/ai-studio/proxy) to enable secure, scalable access to AI services across teams
* Track usage statistics, cost breakdowns, and tool utilization to optimize resources

### AI Portal

Empower developers with a curated AI service catalog:

* Simplify access to AI tools and services through a unified portal
* Enable seamless integration with internal systems and external workflows
* Accelerate innovation by providing developers with the tools they need to build faster

### AI Chat

Bring AI-powered collaboration to every user:

* Deliver intuitive chat interfaces for direct interaction with AI tools and data sources
* Enable teams to access AI-driven insights through a unified, secure chat experience
* Foster collaboration and innovation across your organization

## Benefits

Tyk AI Studio empowers organizations to adopt AI securely and efficiently, delivering:

* **Centralized governance and control:** Consistency at the core of your business for enhanced security, compliance, troubleshooting and auditing
* **Strengthened security:** Peace of mind from strict access controls, secure interactions and region-specific compliance
* **Simplified workflows:** Reduced complexity and enhanced efficiency supporting developers and less technical users to work with multiple LLMs and tools
* **Trusted data privacy:** Rigorous compliance with data protection standards, reducing risk of reputational, operational and financial damage
* **Seamless integration:** Enhanced workflows in customer support, development, and marketing with trusted AI tools
* **Cost optimization:** Control over expenses and accountability, enabling smarter budgets

## Use Cases

Proxying LLM traffic through the AI Gateway delivers control, visibility, and scalability across various scenarios:

* **Interact with your APIs:** Connect your API management to enable API interaction for wider teams
* **Banking and financial services:** Ensure only anonymized customer data is sent to LLMs, tracking usage by department to manage costs
* **Software development:** Leverage AI for code suggestions and issue tracking in Jira
* **Data governance:** Audit and secure AI interactions to meet regulatory standards
* **Healthcare:** Route LLM traffic through an AI gateway to comply with HIPAA, protecting patient data while enabling AI-driven insights
* **E-commerce:** Integrate LLMs with product catalogs, allowing employees to query inventory or sales data through a chat interface

## MCP servers in AI Studio

AI Studio provides comprehensive [MCP (Model Context Protocol) capabilities](/5.9/ai-management/mcps/overview#mcp-for-enterprise-use) including:

* **Remote MCP catalogues and server support** – Expose internal APIs and tools to AI assistants securely without requiring local installations
* **Secure local MCP server deployment** – Deploy MCP servers within controlled environments, integrated with Tyk AI Gateway for monitoring and governance
* **Ready-to-use MCP integrations** – Including API to MCP conversion, Dashboard API access, and searchable documentation access

For more details about Model Context Protocol (MCP) integration, please visit the [Tyk MCPs overview](/5.9/ai-management/mcps/overview) page.

<br />

<ButtonLeft href="https://tyk.io/ai-demo" color="green" content="Request a demo" />