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

# Enterprise Edition

> Production-Ready AI Infrastructure for Teams that Scale. Exulu Enterprise Edition unlocks advanced capabilities for teams building mission-critical AI applications. Get enterprise-grade features including RBAC, advanced document processing, evaluation frameworks, and background job orchestration.

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  >
    <a href="https://exulu.com/contact" className="cta-primary">
      Request License →
    </a>

    <a href="/partners" className="cta-secondary">
      Work with a Partner
    </a>
  </div>
</div>

***

## What's Included in Enterprise Edition

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  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">🔐</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Role-Based Access Control</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Fine-grained permission management with user and role-based access control. Control who can access which knowledge bases, agents, and resources across your organization. Essential for multi-tenant and enterprise deployments.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">📄</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Advanced Document Processing</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Enterprise-grade document processing with support for complex formats including PDFs, DOCX, spreadsheets, and more. Intelligent extraction, table parsing, and structure preservation for accurate RAG applications.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">📝</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Advanced Markdown Chunker</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Sophisticated markdown chunking that preserves document structure, headers, code blocks, and semantic boundaries. Optimized for technical documentation and knowledge bases with complex formatting.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">🎯</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Agentic Retrieval</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Intelligent, multi-step retrieval that goes beyond simple vector search. Agents can iteratively refine queries, explore multiple search strategies, and intelligently combine results for more accurate answers.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">⚙️</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Production Queue Management</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Built on BullMQ with full API and UI for managing embedding generation, chunk processing, and background jobs. Configure rate limits, retries, priorities, and monitoring for production workloads at scale.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">✅</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Evaluation Framework</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Comprehensive evaluation and testing tools for measuring agent performance. Create test cases, run evaluation sets, use LLM-as-a-judge, and track quality metrics over time to ensure consistent AI behavior.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">🔄</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Template Conversations</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Design complex multi-step workflows by chatting with an AI agent, then save as reusable templates. Schedule automated executions with cron expressions for recurring tasks and standardized reasoning patterns.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">💬</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Agent Feedback System</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Built-in user feedback collection for agent responses with thumbs up/down, comments, and ratings. Track user satisfaction, identify problem areas, and build evaluation datasets from real user interactions.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">🤖</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Multi-Agent Tooling</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      Advanced orchestration for complex multi-agent systems. Enable agents to delegate tasks, collaborate on problems, and intelligently route requests to specialized agents for sophisticated workflows.
    </p>
  </div>

  <div className="feature-card" style={{ padding: '2rem', borderRadius: '1rem', border: '2px solid #8B5CF6' }}>
    <div className="feature-icon">🎨</div>
    <h3 style={{ fontSize: '1.25rem', fontWeight: '700', marginBottom: '0.75rem' }}>Custom Branding</h3>

    <p style={{ color: '#64748b', lineHeight: '1.7' }}>
      White-label the admin UI and frontend with your own branding, colors, logos, and styling. Deliver a seamless experience to your customers without any Exulu branding visible.
    </p>
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</div>

***

## Activation & Licensing

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>
  ### How to activate Enterprise Edition

  Enterprise Edition is activated with an environment variable:

  ```bash theme={null}
  # .env file
  EXULU_ENTERPRISE_LICENSE=EXULU_EE_your_license_key_here
  ```

  Once activated, Enterprise features become available across your Exulu application.

  ### Getting a license

  Contact our sales team to discuss your needs and get an Enterprise license. For implementation help, consider working with one of our [certified implementation partners](/partners).

  <div style={{ textAlign: 'center', margin: '2rem 0', display: 'flex', gap: '1rem', justifyContent: 'center', flexWrap: 'wrap' }}>
    <a href="https://exulu.com/contact" className="cta-primary">
      Request Enterprise License →
    </a>

    <a href="/partners" className="cta-secondary">
      View Partners
    </a>
  </div>
</div>

***

## Enterprise Features Deep Dive

<AccordionGroup>
  <Accordion title="🔐 Role-Based Access Control (RBAC)">
    ### Complete access control system

    Enterprise RBAC provides fine-grained permission management for multi-user and multi-tenant deployments:

    **User Management**

    * Create and manage users with unique credentials
    * Assign users to multiple roles
    * Control access at the resource level

    **Role-Based Permissions**

    * Define custom roles with specific permissions
    * Grant read/write access to contexts and agents
    * Support for private and public resources

    **Context-Level Security**

    * Control who can read/write to knowledge bases
    * Set default permissions for new contexts
    * Override permissions per user or role

    **Use Cases**

    * **Multi-tenant SaaS**: Isolate customer data
    * **Enterprise teams**: Different departments access different knowledge bases
    * **Client services**: Separate agent access per client
    * **Compliance**: Meet data access audit requirements

    ```typescript theme={null}
    // RBAC is configured at the ExuluApp level
    await app.create({
      config: {
        authentication: {
          enabled: true,
          jwt: {
            secret: process.env.JWT_SECRET!
          }
        }
      }
    });
    ```

    [Learn more about RBAC →](/core/exulu-authentication)
  </Accordion>

  <Accordion title="⚙️ Queue Management">
    ### Production-grade background processing

    Built on BullMQ with complete API and UI:

    **Queue Features**

    * Embedding generation queues
    * Document processing pipelines
    * Rate limiting and throttling
    * Priority queues
    * Automatic retries with backoff
    * Dead letter queues
    * Job scheduling and cron

    **Monitoring & Management**

    * Real-time queue dashboard
    * Job status tracking
    * Performance metrics
    * Worker health monitoring
    * Manual job retry/cancel

    **Use Cases**

    * Processing thousands of documents
    * Batch embedding generation
    * Scheduled data updates
    * Asynchronous agent tasks
    * Resource-intensive operations

    ```typescript theme={null}
    await app.create({
      config: {
        workers: {
          enabled: true,
          concurrency: 5,
          telemetry: {
            enabled: true
          }
        }
      }
    });
    ```

    [Learn more about Queues →](/core/exulu-queues/introduction)
  </Accordion>

  <Accordion title="✅ Evaluation Framework">
    ### Test and measure agent quality

    Comprehensive evaluation system for maintaining AI quality:

    **Evaluation Capabilities**

    * Create test cases and golden datasets
    * Run evaluation sets against agents
    * LLM-as-a-judge evaluation
    * Custom evaluation functions
    * Compare agent versions
    * Track metrics over time

    **Quality Metrics**

    * Accuracy and correctness
    * Hallucination detection
    * Response relevance
    * Tool usage correctness
    * Latency and performance

    **Workflow Integration**

    * CI/CD integration
    * Regression testing
    * A/B testing
    * Performance benchmarking

    ```typescript theme={null}
    import { ExuluEval } from "@exulu/backend";

    const evaluation = new ExuluEval({
      id: "customer-support-eval",
      name: "Customer Support Quality",
      testCases: [
        {
          input: "How do I reset my password?",
          expectedOutput: "Contains password reset steps"
        }
      ]
    });
    ```

    [Learn more about Evaluations →](/core/exulu-eval/introduction)
  </Accordion>

  <Accordion title="🔄 Template Conversations">
    ### Reusable multi-step workflows

    Design workflows by chatting, then reuse them:

    **Key Features**

    * Save any conversation as a template
    * Parameterized inputs and outputs
    * Multi-step reasoning patterns
    * Scheduled execution with cron
    * Template versioning
    * Share across teams

    **Use Cases**

    * Standardized report generation
    * Recurring analysis tasks
    * Multi-step data processing
    * Customer onboarding flows
    * Automated quality checks

    **How it works**

    1. Have a conversation with your agent
    2. Save it as a template
    3. Define input parameters
    4. Schedule or trigger on-demand
    5. Collect outputs automatically

    Unlike traditional automation tools, template conversations let you design complex workflows naturally by chatting with AI, then codify them for reuse.
  </Accordion>

  <Accordion title="🎯 Agentic Retrieval">
    ### Intelligent multi-step search

    Go beyond simple vector search with agentic retrieval:

    **Advanced Capabilities**

    * Query preprocessing and expansion
    * Multi-strategy search (vector + keyword + hybrid)
    * Iterative query refinement
    * Result reranking and fusion
    * Context-aware filtering
    * Source attribution

    **Intelligence Features**

    * Automatic query decomposition
    * Ambiguity detection and clarification
    * Temporal and entity awareness
    * Cross-reference resolution

    **Performance Benefits**

    * Higher accuracy on complex queries
    * Better handling of ambiguous questions
    * Improved recall for multi-faceted topics
    * More relevant context for RAG

    ```typescript theme={null}
    // Agentic retrieval is automatically enabled when licensed
    // Configure search strategies in your context
    const context = new ExuluContext({
      id: "docs",
      embedder: openAIEmbedder,
      reranker: cohereReranker,
      // Agentic retrieval uses multiple search strategies
    });
    ```
  </Accordion>

  <Accordion title="📄 Advanced Document Processing">
    ### Enterprise document parsing

    Handle complex document formats with precision:

    **Supported Formats**

    * PDFs (text and image-based)
    * Microsoft Office (DOCX, XLSX, PPTX)
    * Spreadsheets with table extraction
    * HTML with structure preservation
    * Markdown with formatting
    * Source code with syntax awareness

    **Processing Features**

    * Table detection and extraction
    * Image and diagram extraction
    * Header/footer handling
    * Multi-column layouts
    * OCR for scanned documents
    * Metadata extraction

    **Output Quality**

    * Structure-preserving chunking
    * Semantic boundary detection
    * Reference link preservation
    * Source attribution

    Perfect for building RAG systems over technical documentation, legal contracts, financial reports, and research papers.
  </Accordion>

  <Accordion title="💬 Agent Feedback System">
    ### Collect user feedback at scale

    Built-in feedback collection and analysis:

    **Feedback Collection**

    * Thumbs up/down on responses
    * Written comments and notes
    * Rating scales (1-5 stars)
    * Custom feedback fields
    * Session-level feedback

    **Analytics & Insights**

    * Aggregate feedback scores
    * Identify problem patterns
    * Track improvement over time
    * Export feedback data
    * Build golden datasets from positive examples

    **Integration**

    * GraphQL API for feedback
    * UI components for feedback collection
    * Webhook notifications
    * Export to evaluation framework

    Use real user feedback to continuously improve your agents and build better evaluation datasets.
  </Accordion>

  <Accordion title="🤖 Multi-Agent Tooling">
    ### Orchestrate complex agent systems

    Advanced capabilities for multi-agent workflows:

    **Orchestration Features**

    * Agent-to-agent delegation
    * Intelligent routing
    * Parallel agent execution
    * Result aggregation
    * Failure handling and fallbacks

    **Communication Patterns**

    * Request/response
    * Publish/subscribe
    * Broadcast
    * Sequential pipelines
    * Parallel fan-out

    **Use Cases**

    * Specialized expert agents
    * Research and synthesis workflows
    * Multi-perspective analysis
    * Verification and validation chains
    * Complex decision-making systems

    Build sophisticated systems where agents collaborate, each contributing their expertise to solve complex problems.
  </Accordion>

  <Accordion title="🎨 Custom Branding">
    ### White-label your deployment

    Complete customization of the Exulu UI:

    **Branding Options**

    * Custom logos and favicons
    * Color scheme customization
    * Typography and fonts
    * Custom CSS and styling
    * Powered-by attribution removal

    **Application Areas**

    * Admin UI
    * Frontend interface
    * Email templates
    * PDF exports
    * Error pages

    Deliver a seamless, branded experience to your customers and team members without any Exulu branding visible.
  </Accordion>
</AccordionGroup>

***

## Who Should Use Enterprise Edition?

<CardGroup cols={2}>
  <Card title="Production Applications" icon="rocket">
    Teams deploying AI applications to production that require enterprise-grade features like RBAC, queue management, and monitoring
  </Card>

  <Card title="Multi-Tenant SaaS" icon="users">
    Companies building SaaS products that need to isolate customer data and provide role-based access control
  </Card>

  <Card title="Enterprise Teams" icon="building">
    Organizations with multiple departments or teams that need granular access control and custom branding
  </Card>

  <Card title="High-Volume Processing" icon="brick-wall-shield">
    Applications processing large volumes of documents or requiring sophisticated queue management and background jobs
  </Card>

  <Card title="Quality-Critical Systems" icon="shield-alert">
    Teams that need comprehensive evaluation frameworks to maintain and measure AI quality over time
  </Card>

  <Card title="Complex Workflows" icon="replace-all">
    Projects requiring template conversations, multi-agent orchestration, and sophisticated retrieval strategies
  </Card>
</CardGroup>

***

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  <h2 style={{ fontSize: '2.5rem', fontWeight: '800', marginBottom: '1rem', color: 'white' }}>
    Ready for Enterprise?
  </h2>

  <p style={{ fontSize: '1.25rem', marginBottom: '2rem', opacity: 0.9 }}>
    Get started with an Enterprise license or work with one of our certified implementation partners
  </p>

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    <a
      href="https://exulu.com/contact"
      style={{
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    >
      Request License →
    </a>

    <a
      href="/partners"
      style={{
    background: 'transparent',
    color: 'white',
    padding: '1rem 2rem',
    borderRadius: '0.5rem',
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    >
      Work with a Partner →
    </a>
  </div>
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