### WORLD TECH ENTERPRISES (WTE) COMPREHENSIVE AI/LLM SOLUTIONS AND PROJECT DATA ###

**1. CORE AI PLATFORMS**

| Platform | Type | Primary Goal | Key Feature |
| :--- | :--- | :--- | :--- |
| **AIPA** (Artificial Intelligence Project Assistant) | Agentic AI platform | Faster, cost-efficient management of code development and modernization. | Analyzes and migrates legacy code (Cobol, Oracle Forms) to modern technologies (VueJS 3.5, React, Spring Boot, Angular). |
| **Agent Development** | Intelligent Agent Systems | Automate processes, enhance productivity, and enable AI innovation. | WTE has extensive experience in the development of intelligent agents, both individual and complex multi-agent architectures. |
| **IntrAInet** | Intelligent AI Platform for Business | Integrate generative AI capabilities to transform organizational knowledge management. | Implements a **Retrieval-Augmented Generation (RAG) architecture** for natural language querying of corporate documentation. Operates entirely on-premise to ensure data sovereignty. |

**2. LLM/NLP AND CONSULTING APPLICATIONS**

*   **Madrid City Council Consulting:** WTE applied **techniques based on artificial intelligence and specialized language models** throughout all phases of consulting services to analyze existing applications and propose solutions for migrating from IBM platforms to current technologies, mitigating obsolescence risks and reducing maintenance costs.
*   **Ministry of the Interior Consulting:** Consulting services focused on thoroughly analyzing computer applications and proposing improvements through the implementation of **Artificial Intelligence-based solutions**.
*   **Grant Document Automation:** An AI-assisted workflow using **Natural Language Processing (NLP)** combined with deterministic business rules was created to extract structured data from grant documents, generating standardized tags and reducing response times from days to seconds. This system achieved a **60% time savings** compared to manual processes.

**3. AIPA QUANTIFIABLE PROJECT RESULTS**

| Project Description | Legacy Technology | Target Technology | Result / ROI |
| :--- | :--- | :--- | :--- |
| **Presentation Layer Migration** | tmodjs templates, classic JavaScript | VueJS 3.5 components in TypeScript | Completed in **60% less time** than estimated. |
| **Document Management Migration** | HTML, CSS, JavaScript | TypeScript and React | Project estimated for a year completed in **two months**, achieving **80% ROI**. |
| **Batch Process Migration** | COBOL, Natural, OS scripts | Java Spring Batch | Migration of a critical quarterly batch process, ensuring accuracy and leveraging modern tech advantages. |
| **Digital Tool Migration** | Access database | Spring and Angular | Migration allowed implementation of new functionalities and resulted in a **30% time savings**. |
| **Figma to Angular Migration** | Figma designs (72 screens) | Angular (for Madrid public administration) | Migration completed in **2 months**, resulting in **40% ROI**. |
| **Oracle Forms Migration** | Oracle Forms | Spring and Angular (with style updates) | Migration took **2 months**, achieving **60% ROI**. |
| **ERP System Migration (Glint)** | Millions of lines of complex code | Modern technologies | Resulted in a **40% reduction in execution time** and enabled new feature inclusion. |
| **Core Banking Module Migration** | Oracle Forms, PL/SQL | Spring Boot (backend) and React (frontend) | Achieved full functional parity with the original application, ensuring all business functionalities, rules, and user interactions were replicated. |

**4. GAM (GLOBAL AI MONITOR) & ML INTEGRATION**

*   **Core Function:** Patented monitoring software for real-time control, data preprocessing, algorithmic training of the **machine learning model**, anomaly detection, and failure prediction.
*   **IoT Applications:** GAM Monitor is used to ensure service continuity and operational efficiency in complex systems, including self-service kiosks on the medium- and long-distance rail network, and ticketing/information systems at maritime stations.
*   **IoT Service Scope:** WTE’s IoT services also include **Self-Service Solution** development and **Sensor Integrations**, focusing on collecting data to centralize user management, registrations, report generation, and access control.