In the context of modern manufacturing, businesses face a series of challenges: continuous operations, complex supply chains, high-quality demands, and an increasing scarcity of skilled labor. AI in manufacturing is an essential solution, offering real-time data analysis, process automation, and support for precise decision-making. 

In particular, AgentIQ AI – a platform AI Agent advanced, developed by New Ocean Group developed – not only helping businesses tackle complex operational challenges but also ensuring absolute data security, suitable for modern manufacturing systems. 

AI in Manufacturing will be a powerful ally for businesses  

AgentIQ AI by New Ocean Group: A Dedicated Assistant for Manufacturing Systems

AgentIQ AI is an AI Agent platform that integrates closely with manufacturing systems, supporting the management of automated production lines and optimizing workflows with minimal manual intervention. By combining predefined logic and machine learning, the agents continuously monitor operations, learn from data, and improve efficiency over time. This provides businesses with “a companion expert” capable of analyzing large volumes of real-time data and automatically suggesting solutions (adjusting parameters, reporting bottlenecks) to enhance production effectiveness. Below are some core capabilities of the AI Agent in manufacturing: 

• Multi-source data integration: Connects MES and IoT systems on production lines to create a unified data source, enabling comprehensive analysis and timely decision-making. 

• Continuous learning and improvement: The AI Agent learns from operational patterns; the more it runs in real scenarios, the more accurate the model becomes. Continuous updates and model refinement make the system increasingly intelligent, minimizing the need for manual intervention. 

• Supports automated process optimization: Based on data analysis, AgentIQ AI can provide automated recommendations for process automation, adjust production parameters, and issue early warnings of potential issues, thereby increasing productivity, reducing errors, and lowering costs. 

• Enterprise data security: AgentIQ is designed to store data on the client’s own infrastructure, ensuring that businesses maintain full control over their data and achieve absolute security. 

Thanks to these features, AI Agent support businesses like an on-site expert, helping maintain continuous and proactive production operations. 

How does AgentIQ AI help you work like an expert? 

Knowledge retention and support for new personnel 

AgentIQ AI also serves as a digital knowledge repository. Specifically, AI in Manufacturing will 'learn' from standard operating procedures (SOPs) and internal documents to systematize expert experience into shared knowledge for the entire company. In particular, AgentIQ has the capability to transform SOPs into AI-driven workflows., helping to automatically answer business-related questions and execute operational commands. Additionally, AgentIQ serves as a 24/7 virtual assistant for new employees: they can instantly ask questions about specific processes or business operations at any time. This enables new staff to quickly get up to speed and integrate into the production workflow. 

• Knowledge transformation: Systematizing expert experience into AI processes based on internal data. 

• 24/7 Support: Automatically answering employees’ questions about operations and processes at any time. 

• Rapid training: Providing contextual guidance that helps new employees rely less on direct expert support and saves training time.** 

Data Analysis and Production Optimization 

AgentIQ AI in manufacturing can connect diverse information sources — from control systems (MES, IIoT) or standalone data (low-code environment via Model Context Protocol) — to a pre-built knowledge base. The agent can then continuously analyze operational data, track performance trends, and identify bottlenecks. From there, it delivers several key benefits such as: 

• Real-time Monitoring: Continuously tracking machine parameters and processes to promptly detect and alert anomalies. 

• Productivity Optimization: The AI Agent generates plans and recommendations based on data analysis and learning from past operations, helping businesses minimize manual work, improve stability, and enhance operational performance. 

Thus, the AI Agent enables a shift from reactive to proactive operations, thereby improving production efficiency. 

New Ocean’s AI Agent will help manufacturing enterprises optimize their operations 

Predictive Maintenance and Continuous Operation 

A typical application of AgentIQ AI in manufacturing is predictive maintenance. Agents analyze sensor data (vibration, temperature, pressure, etc.) to predict equipment failures before they occur. This allows the system to propose optimal maintenance plans (for example, performing periodic maintenance when equipment shows signs of degradation), helping prevent unexpected downtime. 

 In practice, an AI-driven predictive maintenance strategy can significantly reduce downtime – with many studies reporting up to a 40% reduction in downtime – thereby extending equipment lifespan and reducing maintenance costs. Key benefits include: 

• Failure Prediction: Early identification of fault indicators through machine learning models based on sensor data. 

• Downtime Reduction: Planning proactive maintenance, cutting up to ~40% of unexpected downtime. 

• Extending equipment lifespan: Supporting more stable operations to make machinery more durable and reduce replacement costs. 

With the AI Agent, production becomes more continuous and businesses can avoid unexpected failures. 

Some benefits of predictive maintenance 

Continuous Learning and Data Security 

The AI Agent is capable of learning and continuously adapting. After deployment, the agent continuously updates and fine-tunes its model as it gathers new operational data, making the system increasingly intelligent and efficient over time. As a result, the production process is continuously optimized without major downtime for retraining. 

In addition, the issue of data security is given top priority. AgentIQ is designed to integrate directly into a company’s internal systems (ERP, databases, even scanned PDF files) and store data on the customer’s own infrastructure. This ensures that businesses maintain full control over their data and complete confidentiality. By combining these two factors, the AI Agent not only becomes increasingly intelligent over time but also maintains information security for the business. 

AI in manufacturing must always be cautious about security 

Conclusion 

Application AI in Manufacturing through AgentIQ AI brings many practical benefits to businesses. From preserving and sharing professional knowledge, supporting employee training, to real-time data analysis and process optimization, the AI Agent helps improve productivity and product quality throughout the entire operation chain.  

In particular, with predictive maintenance, businesses can reduce machine downtime by up to ~40%, significantly boosting economic efficiency. With these tools, managers gain a digital expert companion to quickly resolve issues arising during the production process. 

If your business is looking for an AI solution to improve production efficiency, please contact New Ocean Group via Hotline: 1900 0224 and Email: customercare@new-ocean.com.vn for detailed consultation and to experience a demo of the AgentIQ product. Our team of experts is ready to accompany you on the journey of digitization and digital transformation in the manufacturing sector.