**Name of the Project**: IA multiple orders &**Wrap-up code automation with IA Internship
**Vice Presidency**: Commercial Processes & Digital Services
**Region**: Central
**Intern’s Location (Office)**: Campus Cemex
**Eligible Semester(s)**: 5th or 6th semester
**Careers of Interest**: Industrial Engineering, Computer systems, or related
**Schedule Availability**: Between 25 and 30 hours per week
**Period of Stay at CEMEX**: 6 months, with the option of renewal
**Tentative Start Date**: August 2026
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**Detailed Description of the Project**:
**Project Objective**
**Challenges for the Students**
- Understanding business rules for call classification and WUC assignment.
- Proposing scalable solutions for test automation.
- Rapidly understanding the operation and specific business rules of the Ready-Mix business line.
- Translating complex user behaviors and data patterns into clear, actionable requirements for AI model alignment.
- Testing and validating AI outputs — ensuring the AI model's results stay consistent with human logic and accurately reflect user intent, through functional testing and certification.
- Understanding complex, domain-specific business rules and how they should translate into correct AI behavior.
- Identifying edge cases and ambiguous scenarios in real customer/user interactions.
**Main Responsibilities and Activities to Be Carried Out**




- Execute functional testing / UAT of the AI model — comparing its outputs against expected results and business rules to confirm it meets the expected platform behaviors and UX standards.
- Document findings, discrepancies, edge cases, and updates to the project model.
- Collaborate with cross-functional teams (data, development, product, business) to monitor and maintain the project model.
- Support the creation and refinement of AI training materials. Analyze patterns of misclassification and propose improvements.
- Propose and support automation initiatives for testing processes.
- Support the definition and documentation of user stories, functional requirements, and business rules for the AI multi-order feature.
- Map current user flows within Cemex Go to help identify gaps or improvement areas for the multi-order creation process.
**Specific Requirements / Qualifications**
- **Education**: Currently pursuing a Bachelor’s degree in Business IT, Industrial Engineering, Computer Science, Software Engineering, or a closely related field, expected graduation within the next year. Understanding of AI product lifecycles (via university coursework, bootcamps, or personal projects) is highly valued.
- **Language**: Proficiency in English (both written and spoken) to collaborate with regional or general stakeholders.
- **Methodologies**: Basic understanding of Agile frameworks (Scrum/Kanban) and the product development lifecycle is a plus.
- Programming Language: Python
- **Skills**: GenAI, Data Science, Machine Learning

📌 Cen) Commercial Processes & Digital Services Intern (San Pedro Garza García)
🏢 CEMEX
📍 San Pedro Garza García