Our Technology

Architecture Overview

flowchart TB
    A[Enterprise Data] --> B[Secure ETL Pipeline]
    B --> C[Knowledge Graph Construction]
    B --> D[Vector DB Indexing]
    C --> E[Semantic Layer]
    D --> E
    E --> F[On-Premises LLM]
    F --> G[Agentic Framework]
    G --> H[Enterprise Applications]
        

Security Architecture

• Hardware-level isolation capabilities
• End-to-end encryption for all internal communications
• Comprehensive activity logging and monitoring
• Role-based access controls with granular permissions
• Anonymization techniques for sensitive information

Performance Benchmarks

At Teamworx Innovations, the AI models and frameworks we deploy are rigorously selected and optimized to deliver exceptional enterprise performance. In recent internal benchmarks on modern enterprise hardware, our solutions consistently achieve:

• Fast Response Times: Typical answers are generated in under two seconds, even for complex queries.
• High Throughput: Our systems can process hundreds of requests per second and stream tokens rapidly for real-time applications.
• Low Latency: First-token latency is typically well below two seconds, supporting interactive and multi-turn conversations.
• Strong Accuracy: Our models demonstrate industry-leading accuracy on general, technical, and domain-specific tasks.
• Scalability: Solutions are engineered to support thousands of concurrent connections with robust performance.
• Extended Context: We support large context windows, enabling deep document analysis and long-form reasoning.
• Cost Efficiency: Our on-premises deployments are optimized for high performance and low operational cost.

With Teamworx Innovations, you can trust that your AI infrastructure is both powerful and efficient—delivering the reliability and speed your business demands, all while keeping your data secure and private.