Improving Product Value With TSM R&D

1. Eliminating Human-Related Risks and Maintaining Competitive Edge TSMRND provides solutions that eliminate human-related risks—the single greatest threat to enterprises in a rapidly changing production environment. We enable businesses to preserve their unique manufacturing competitiveness and technological leadership.

2. Customized Systems Based on MIP and Production Philosophy Based on the MIP (Manufacturing Intelligence Platform), we support the design of production layouts and systems that reflect each client's unique production philosophy, tailored specifically to their products and current operational status.

3. Energy Optimization and Real-time Monitoring We offer real-time monitoring of energy consumption within production systems. By integrating with the MIP, we enable precise energy efficiency measurement, management, and optimization.

4. High-Quality AI Data Acquisition and DB Construction We specialize in collecting high-quality, practical process AI data and constructing robust databases (DB) to maximize the utility of data within the MIP.

5. LLM-Based MIP for Accessible Operational Intelligence By operating the MIP on a Large Language Model (LLM) basis, we create an environment where even non-experts—not just specialized engineers—can easily monitor production status and identify issues.

6. Streamlining Operations and Reducing Manual Input Our solutions eliminate the need for manual labor in entering production information or conducting unnecessary inventory audits, ensuring that essential production data is verified automatically.

7. Knowledge Internalization and Security Through the MIP, we protect core manufacturing know-how by building a Knowledge Base. This internalizes expertise into the system itself, rather than relying on individuals, thereby ensuring maximum intellectual property security.

8. Data-Driven Decision Making and Talent Leveling MIP shifts the decision-making process from human technicians to data-driven insights. By standardizing performance through system-based intelligence, we resolve risks associated with human resource dependency.