EN - AI Revolutionizing the Industry

AI and Big Data: Revolutionizing the Industry.

Cutting-Edge technology to drive efficiency and innovation.

About the client

• Global leader in sustainable energy solutions.
• Over 9,000 employees across 7 countries.
• Focused on technological innovation to optimize production.
• Committed to sustainability and emissions reduction.

Revolutionizing the Industry with AI | Automotive | 2024

+3000

Saved per year

in process automation through AI.

hours

Revolutionizing the Industry with AI | Automotive | 2024

The project

• Collaboration between different entities of Smart4 Engineering, led by Capitole, to apply AI and Big Data to the client's R&D operational processes.
• Development of SaaS solutions implementing Artificial Intelligence.
• Planning, standardization, and development of a data storage ecosystem to centralize the company's knowledge and serve as a facilitator for future solutions.

Revolutionizing the Industry with AI | Automotive | 2024

Context

Optimizing efficiency in key projects and processes was a priority at the R&D centers located in Spain and Romania. Efforts focused on areas such as engine testing, data monitoring, ECU incident analysis, and the review of new components, relying on Machine Learning and Generative AI solutions.

Revolutionizing the Industry with AI | Automotive | 2024

The Challenge

Revolutionizing the Industry with AI | Automotive | 2024

The Challenge

Integrating predictive and optimization capabilities into daily processes is key to reducing production times and enhancing market competitiveness. Additionally, it's crucial to organize and efficiently leverage the knowledge database to develop new implementations that continue along this path.

Revolutionizing the Industry with AI | Automotive | 2024

Implementation

Revolutionizing the Industry with AI | Automotive | 2024

Phases

These are the key phases followed in the implementation process, ensuring the agile and effective delivery of solutions.

Workshops

Conceptualization

POC

Production

Revolutionizing the Industry with AI | Automotive | 2024

Phase 1

Co-creation workshops

Collaboration took place to identify and prioritize use cases. Over 45 ideas were analyzed, and 16 were selected for deeper analysis. The ideas were evaluated based on their value and complexity, categorized in a matrix to focus on the most viable and high-impact ones.

Revolutionizing the Industry with AI | Automotive | 2024

Phase 2

Conceptualization

During this phase, high-level designs were created for the prioritized use cases. Key aspects such as quantitative and qualitative benefits, data sources, and AI algorithms to be used were outlined. Risks were assessed, and a clear plan was developed, including diagrams and pseudocode to ensure the feasibility and effectiveness of each use case.

Revolutionizing the Industry with AI | Automotive | 2024

Phase 3

POC

During this phase, functional prototypes are developed within the client's infrastructure to validate the defined assumptions. Using agile methodologies, tests are conducted, and the performance of the proposed solutions is evaluated, ensuring they meet expectations before being deployed into production.

Revolutionizing the Industry with AI | Automotive | 2024

Phase 4

Production

Once the AI model is validated during the POC, it is deployed into the production environment. During this phase, the model's performance is monitored under real conditions to ensure its effectiveness. Continuous adjustments and optimizations are made to guarantee its long-term efficiency, adapting to new conditions and business needs.

Revolutionizing the Industry with AI | Automotive | 2024

The Solution

Revolutionizing the Industry with AI | Automotive | 2024

Innovative solution with AI and Big Data.

Solutions developed as cloud-agnostic SaaS, focused on:

• Automation of Simulink graph analysis.
• Automatic documentation verification using computer vision and OCR.
• Development of applications for knowledge management.

Revolutionizing the Industry with AI | Automotive | 2024

The Results

Revolutionizing the Industry with AI | Automotive | 2024

The results

• Process Optimization: Improved efficiency in data analysis and review.
• Resource Savings: Significant reduction in time spent on manual tasks.
• Prioritization of Key Cases for Future Solutions.
• Client Impact: Integration of successful solutions and development of new ones.

Revolutionizing the Industry with AI | Automotive | 2024

Results

16

3000 h

cases

Prioritized use cases for continued development of automation solutions.

Annual hours saved in manual deliverable verification.

Revolutionizing the Industry with AI | Automotive | 2024

What did we achieve?

• Reduction of Simulink analysis time.
• Elimination of manual work in deliverables.
• Prioritization of key cases for automation.
• Integration of effective solutions.

Revolutionizing the Industry with AI | Automotive | 2024

Conclusions

Revolutionizing the Industry with AI | Automotive | 2024

Conclusions

• Process Optimization with AI and Big Data: The implemented solutions have led to a significant improvement in process efficiency, reducing time and enhancing the quality of results.
• Agile Approach: The agile methodology enabled quick adaptation to the client's needs, ensuring effective deliveries.
• Impact on R&D: These technologies have transformed the operations of the R&D centers, boosting productivity.

• Potential for Ongoing Innovation: The success of current use cases demonstrates the potential of AI and Big Data for future innovations.

Revolutionizing the Industry with AI | Automotive | 2024

Revolutionizing the Industry with AI | Automotive | 2024

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