ROQED Mechanicum AI

ROQED Mechanicum is an innovative solution based on the integration of artificial intelligence (AI) and virtual reality (VR) for employee training and professional development in industries, including mining. The core idea of the project is to create an intelligent platform that provides personalized learning and skill development for employees, tailored to their individual needs and professional tasks.

Problems addressed by the project:

Lack of effective tools for practicing complex and non-standard production operations.
High cost of traditional training and low knowledge retention after course completion.
Lack of a systematic approach to creating personalized development tracks for employees.
Key advantages of ROQED Mechanicum with AI:

Personalized development track: AI integration allows for analyzing the strengths and weaknesses of each employee, creating individualized training programs that adapt in real-time.
Smart feedback system: AI evaluates employee progress and provides recommendations for further improvement of their skills.
Production data analysis: Based on collected information, the system forecasts potential risks related to safety and productivity, offering optimal solutions.
Improved knowledge retention: Thanks to VR and gamification, learning becomes more engaging, and AI helps reinforce key skills, increasing knowledge retention by 41%.
Cost reduction: Using AI and digital technologies reduces training costs by up to 60% and minimizes risks associated with human error.
ROQED Mechanicum with AI integration is the future of industrial training, improving employee safety, productivity, and efficiency, providing businesses with a competitive edge.

Technologies used in the ROQED Mechanicum project:

Machine Learning (ML):
Used for analyzing employee training data, identifying individual characteristics, and creating personalized learning tracks. Clustering and classification algorithms help adapt course content and VR simulation scenarios to user needs.

Artificial Neural Networks (ANN):
Applied for predictive analytics, including forecasting errors in training and the likelihood of emergency situations. This allows preparing employees in advance for non-standard scenarios.

Natural Language Processing (NLP):
Used to create interactive dialogues in training simulations. The system interacts with users in natural language, providing tips and explanations in real time.

Computer Vision (CV):
The technology is used for analyzing employee actions in the VR environment. The system tracks movements and corrects them if actions do not meet established safety protocols.

Deep Learning:
Involved in processing large volumes of data related to training and equipment operation. This allows modeling complex production processes in 3D and VR environments.

Cloud Computing and Big Data:
Employee training data is stored and processed in a cloud environment. This ensures the scalability of the system and enables rapid integration of new modules and training scenarios.

ROQED Mechanicum 3DCORE Platform:
A proprietary graphic platform for creating highly realistic virtual models and production processes. 3DCORE integrates with AI, allowing dynamic updates to scenarios and the addition of new learning elements.

Intelligent Feedback System:
Built on data analysis algorithms, the system provides users with recommendations to improve their performance and generates detailed reports for management.

ROQED Mechanicum demonstrates the synergy of cutting-edge technologies, combining AI, VR, and Big Data to provide a significant breakthrough in training and improving safety in industrial environments.

Working solution

The ROQED Mechanicum project has universal applicability and can be used across various industries where personalized training, professional skill development, and safety improvements are crucial. The main industries include:

Mining Industry:

Training for safe equipment operation in quarries and mines.
Emergency scenario drills (collapses, gas leaks).
Training for drilling, transportation, and ore processing processes.
Oil and Gas Industry:

Training specialists to operate high-tech equipment.
Emergency drills for gas leaks, fires, and other accidents.
Energy Industry:

Training for working with high-voltage equipment and power plants.
Simulation of actions during power outages or accidents at facilities.
Metallurgy:

Practical training for specialists in metal smelting and processing.
Training in quality control and safety processes.
Construction Industry:

Training for safe working methods at heights.
Scenario drills for managing construction machinery.
Transportation and Logistics:

Preparing drivers to operate special machinery and freight transport.
Training for working in challenging conditions, such as port congestion or poor visibility.
Chemical and Pharmaceutical Industries:

Training for safe handling of toxic and explosive substances.
Emergency drills, including chemical leaks.
Healthcare:

Training for doctors and medical staff using VR simulators to practice complex surgeries and procedures.
First aid training and emergency response drills.
Defense and Security:

Preparing personnel for actions in extreme and combat conditions.
Training for working with hazardous materials and protective equipment.
ROQED Mechanicum is a versatile solution suitable for any industry requiring practical training and high levels of safety.

Here are several implemented case studies:
https://www.linkedin.com/posts/eurasian-resources-group_roqed-case-activity-7267456001732186112-frdC?utm_source=share&utm_medium=member_desktop
https://www.linkedin.com/feed/update/urn:li:activity:6967795695990775810?utm_source=share&utm_medium=member_ios

Eurasian Resource Group: https://www.youtube.com/watch?v=vR0RrQyV0Fs
Eurasian Resource Group: https://www.youtube.com/watch?v=VuaNmxhUJi4&t=1s
Eurasian Machinery (HITACHI): https://youtu.be/D1d3dVwPdeg
CATCO: https://www.youtube.com/watch?v=GSgMuQhN0To

Key achievements of the ROQED Mechanicum Project with AI Integration:

Cost reduction in training:
The use of virtual simulations and AI algorithms has enabled companies to reduce training costs by up to 60%. Eliminating travel expenses and costly physical simulators makes the training process economically efficient.

Personalized learning:
AI integration ensures an individualized approach, creating personalized learning tracks for each employee. The system analyzes progress and adapts course content in real time, increasing training effectiveness.

Increased knowledge retention:
Thanks to AI and gamification, employee knowledge retention has increased by 41%. The AI-driven feedback system helps reinforce key skills and promptly addresses gaps.

Optimization of production processes:
AI algorithms analyze employee actions and identify potential risks, reducing the likelihood of errors and injuries. This cuts equipment repair and maintenance time by 10-15%.

Impact on business and society:

Enhanced safety in production:
AI-powered virtual trainers simulate emergency situations, allowing employees to practice actions without the risk to life. This significantly reduces workplace injury rates.

Training accessibility:
The platform is available 24/7, enabling training from any location, which is particularly crucial for remote enterprises and employees working in challenging conditions.

Speed of technology implementation:
Employees can train on new equipment in a virtual environment. AI helps them quickly master complex processes, reducing the time needed to put new technology into operation.

The ROQED Mechanicum project, combining VR and AI, is shaping a new culture of learning, increasing productivity, reducing costs, and improving safety, making it a valuable solution for businesses and society.

Measurable results of the ROQED Mechanicum AI Project:

Economic impact:

Training cost reduction by up to 60% by eliminating the need for physical simulators, business trips, and mentor involvement.
Savings on equipment repair and maintenance by up to 15% due to effective employee training in a virtual environment.
Increased productivity due to reduced time for employees to adapt to new technologies and processes.
Total savings for the company’s training budget can reach up to $400,000 per year, depending on the scale of implementation.
Social Impact:

Reduction in workplace injuries due to training on safe work methods and practicing actions in emergency situations.
Improvement in employee qualifications and creation of professional growth opportunities through personalized learning tracks using AI.
Increased accessibility to quality education, including for remote regions, contributing to human capital development and reducing social inequality.
Environmental impact:

Reduction of carbon footprint due to the decrease in the number of business trips and the use of VR instead of physical equipment.
Optimization of production processes due to AI, reducing the number of accidents and the associated harmful emissions.
ROQED Mechanicum demonstrates a powerful economic and social impact, improving working conditions, minimizing risks, and contributing to sustainable development.

Uniqueness of the ROQED Mechanicum AI Project:

AI Integration:
Unlike standard training platforms, ROQED Mechanicum uses AI to create personalized learning tracks, analyze employee progress, and adapt content in real time. This ensures highly effective and individualized training.

Modular structure and flexibility:
The platform supports a wide range of scenarios and simulations that can easily be tailored to the requirements of any industry. Thanks to its modular approach, new functional elements can be added quickly, expanding the system's capabilities.

Realistic immersion with VR and 3D:
Virtual reality allows employees to practice skills in a completely safe environment that simulates real production conditions, including emergency situations. This provides the opportunity to learn without risk to life or equipment.

Intelligent feedback system:
ROQED Mechanicum uses AI to provide detailed recommendations and reports, helping users and management respond quickly to gaps in knowledge and skills.

Economic efficiency:
The platform reduces training and maintenance costs by up to 60%, making it attractive for companies of any scale.

Global adaptability:
ROQED Mechanicum has already been successfully implemented across various industries worldwide, with more than 37 international partners, confirming its versatility and competitiveness.

Thus, the ROQED Mechanicum project stands out in the market due to its technological advancement, scalability, and ability to deliver real value to both business and society.

Future plans for the ROQED Mechanicum Project:

Scalability opportunities:

Global expansion: Increase the number of international partners and implement the platform in new regions, including Europe, North America, and Asia.
Industry expansion: In addition to the mining and oil & gas industries, the platform will be adapted for the transportation, construction, agricultural, and aviation sectors.
Mass personalization: Through integration with cloud technologies, ROQED Mechanicum will be able to serve thousands of users simultaneously, ensuring high system performance.
ERP and LMS integration: This will allow businesses to synchronize employee data and learning processes with existing corporate systems.
Potential development directions:

Development of AI Technologies: Implement advanced deep learning algorithms to enhance personalization, predictive analytics, and automatic analysis of production risks.
Creation of virtual factories: Develop comprehensive VR models enabling businesses to conduct training and testing in a fully digital environment, covering the entire production cycle.
Education and certification: Launch a platform for training students and certifying professionals according to international standards.
Mobile application development: Create a simplified version for mobile devices, enabling employees to train and receive instructions in the field.
Eco-Friendly direction: Develop VR simulations for training employees on environmentally safe work practices, helping companies reduce emissions and minimize their environmental impact.

No investors, ROQED - bootstrapping startup.