DMMS Smart Assistant

DMMS Smart Assistant - is an AI-based digital assistant module for the DMMS production management system. This chatbot, powered by LLMs models, can connect to databases of various information systems, analyze, and interpret data based on user queries.
DMMS Smart Assistant is created as a universal tool which simplifies, accelerates, and makes working with data more accessible, thereby enhancing productivity and decision-making quality.
DMMS Smart Assistant automates database connectivity across all system modules, processes natural language queries, and generates analytical reports, accelerating decision-making processes. It ensures efficient data management, reduces the workload on specialists, and eliminates the need for complex SQL queries.
Its simple and intuitive interface allows users with varying levels of expertise to integrate the assistant into existing systems easily, improving productivity and accuracy.

Key challenges in industrial production management:
• Complexity in managing large volumes of data.
• Low decision-making speed.
• Limited human resources.
Main features:
• Real-time data analysis and processing.
• Automation of routine tasks and process optimization.
• Integration with existing management systems.
Examples of use cases:
• Monitoring equipment conditions.
• Production planning and forecasting.
• Notifications and recommendations for operators.

The project leverages advanced machine learning and natural language processing (NLP) technologies, including LLMs models for data analysis and interpretation.
Integration with corporate information systems is achieved through API, ensuring the solution's flexibility and scalability. The assistant's architecture is designed with fault tolerance and scalability in mind, enabling efficient operation with large data volumes.
Modern databases and query processing systems are employed to ensure reliability and high performance, accelerating decision-making and minimizing response times.

Concept

• Mining industry
• Coal industry
• Oil and Gas sector
• Plants, factories, industrial complexes
• Transportation infrastructure
• Inventory management

The DMMS Smart Assistant solution was successfully presented to current and potential clients, who showed significant interest in its functionality and capabilities. During the presentation, key advantages and examples of applying the AI-based digital assistant module in industrial production management were demonstrated.

The audience's interest was reflected in the initiation of negotiations regarding the potential implementation of the solution at their enterprises. Discussions are underway to adapt the system to meet individual client needs and explore the prospects for conducting pilot projects to evaluate its effectiveness.

Technical:
• Reduction in equipment downtime.
• Increased accuracy of forecasts and analysis.
Economic:
• Reduced maintenance costs.
• Improved productivity.
Human factor:
• Decreased workload on personnel.
• Enhanced quality of decision-making.

Scaling: Implementation of the solution at domestic and international industrial enterprises.
Functionality development:
• Improving machine learning algorithms and deep data analysis to enable predictive analytics.
• Expanding user interfaces—mobile application and voice interface.
• Using the module for enterprise staff training.
• Implementing the model in the official state language.

The DMMS Smart Assistant solution was developed entirely by the AG TECH company's team of specialists.