Interview Questions for 3DEXPERIENCE Platform

The 3DEXPERIENCE platform architecture is based on a multi-tiered, service-oriented architecture (SOA). Think of it like a well-organized city, with different specialized buildings (applications) connected by efficient roads (services). At the core, we have the platform’s foundation: a robust, scalable database managing all data, and a middleware layer orchestrating interactions between applications. On top of this are numerous applications, each focusing on a specific function—from design and simulation to manufacturing and collaboration. This modularity allows for flexibility and scalability; you can add or remove applications based on your specific needs. The platform also leverages cloud technology for enhanced accessibility, collaboration, and data security.

Each application, such as CATIA, ENOVIA, or SIMULIA, interacts with the platform’s core services to access data, manage user permissions, and interact with other applications. This makes it possible for engineers in one location to collaborate with colleagues across the globe on a single design, all within a secure and controlled environment. This is vastly different from a monolithic system, where adding a new feature requires modifying the entire application.

• Data Layer: The backbone, storing all product data, processes, and user information.
• Service Layer: Handles communication and interaction between the applications and the data layer.
• Application Layer: Contains individual applications, such as CATIA for design, ENOVIA for PLM, and SIMULIA for simulation.
• User Interface Layer: The interface users interact with to access and manipulate the applications.

My experience with 3DEXPERIENCE applications is extensive. I’ve worked extensively with CATIA for 3D modeling and design, using it to create everything from complex automotive parts to intricate medical devices. I’m proficient in utilizing its various modules, such as Generative Shape Design and Part Design. With ENOVIA, I’ve managed product lifecycle management (PLM) processes, streamlining workflows, and implementing change management systems, ensuring design data is tracked, reviewed, and controlled effectively. My experience with SIMULIA includes conducting finite element analysis (FEA) and computational fluid dynamics (CFD) simulations to verify design strength and optimize performance, leading to significant cost savings by identifying and rectifying potential issues early in the design process. For example, during a project, using SIMULIA to simulate stress on a newly designed component revealed a potential failure point, saving significant rework costs. In a separate project, we used ENOVIA to manage the collaborative efforts between multiple teams, accelerating the product development process significantly.

I’m very familiar with 3DEXPERIENCE’s data management capabilities. It’s a powerful system offering robust version control, lifecycle management, and access control for all product-related data. This includes not only 3D models but also associated documents, specifications, and other relevant information. Think of it as a highly organized, digital vault for all your product information. The platform uses a collaborative data model, allowing teams to work on projects simultaneously without conflicts. Data governance is a core strength: we can define workflows, enforce standards, and track changes meticulously. This is crucial for maintaining data integrity and compliance. I’ve leveraged the system’s search capabilities to quickly retrieve specific versions of designs and associated documents, saving considerable time and resources during project reviews and audits. The system also facilitates effective knowledge management by centralizing data, which is readily accessible to authorized personnel.

Cloud-based PLM systems like 3DEXPERIENCE offer several key benefits: Firstly, accessibility is greatly enhanced. Users can access the platform and data from anywhere with an internet connection, fostering better collaboration amongst globally dispersed teams. This eliminates the need for local servers and expensive IT infrastructure maintenance, leading to reduced operational costs. Secondly, scalability is greatly improved; the system can easily adapt to changing project needs and company growth without requiring major hardware upgrades. Thirdly, automatic updates ensure that users always have access to the latest features and security patches, reducing the risk of system vulnerabilities. Fourthly, enhanced collaboration is a major advantage. Users can simultaneously access and edit documents using the collaborative tools inherent to the platform. Finally, robust data security and disaster recovery features provided by cloud providers are considerably more advanced than those available to smaller organizations maintaining their own infrastructure.

I have experience integrating 3DEXPERIENCE with other enterprise systems, including ERP (Enterprise Resource Planning) and CRM (Customer Relationship Management) systems. This integration is achieved through APIs (Application Programming Interfaces), allowing for a seamless flow of data between the different systems. For instance, I worked on a project where we integrated 3DEXPERIENCE with our company’s ERP system to automate the transfer of manufacturing data, such as bills of materials and work orders. This integration streamlined the manufacturing process and reduced manual data entry errors considerably. Another example involves integrating 3DEXPERIENCE with our CRM system to link product designs with customer requirements, facilitating faster response times to customer requests and improving product development based on direct customer feedback. These integrations dramatically improved data consistency and reduced the risk of manual data entry errors, improving efficiency across multiple departments.

Troubleshooting performance issues in 3DEXPERIENCE involves a systematic approach. First, I’d gather information—user reports, error logs, and system metrics (CPU usage, memory consumption, network latency). Then, I’d isolate the problem: Is it affecting all users, or only specific users or applications? Is it a network issue, a database problem, or an application-specific issue? Once the problem is isolated, I would delve into the system logs and monitor the resources utilized by the platform. This may involve checking for database queries that are taking an unusually long time, analyzing network traffic, or identifying bottlenecks in the application itself. I would then employ the appropriate troubleshooting techniques, ranging from restarting services to optimizing database queries, upgrading hardware, or contacting Dassault Systèmes support if needed. Tools such as the platform’s built-in performance monitoring dashboards can also provide valuable insights into potential issues. For example, if slow response times are experienced by users working with specific files, analysis of these files and user actions can often pinpoint the problem. If network latency is identified as the culprit, solutions such as upgrading network infrastructure or optimizing network connectivity may be employed.

3DEXPERIENCE platform security and access control are paramount. The platform offers a multi-layered security approach. User authentication, using multi-factor authentication (MFA) and strong password policies, protects against unauthorized access. Role-based access control (RBAC) ensures that users only have access to the data and functionalities relevant to their roles within the organization, limiting exposure to sensitive information. Data encryption both at rest and in transit secures the confidentiality and integrity of the data. Regular security audits and penetration testing help identify and address potential vulnerabilities. The platform’s compliance with industry standards, such as ISO 27001, is a further safeguard. In my experience, meticulously managing user roles and permissions, implementing robust access controls, and enforcing strict security protocols are vital for safeguarding sensitive product data and intellectual property. For example, I’ve worked on implementing a process where user access to specific designs is automatically revoked after a project is completed, thereby limiting the exposure of confidential data. The platform also allows for the tracking of all user actions, providing an audit trail for security compliance and investigations.

My experience with 3DEXPERIENCE platform customization and development spans several years, encompassing a wide range of projects. I’m proficient in using both ENOVIA and CATIA’s development tools to tailor the platform to specific business needs. This includes creating custom applications, modifying existing functionalities, and integrating with third-party systems. For example, I once developed a custom application to automate the process of generating reports based on specific product data, significantly reducing manual effort and improving reporting efficiency. Another project involved integrating our 3DEXPERIENCE platform with our ERP system to streamline data flow between product design and manufacturing processes. My approach typically involves a thorough understanding of client requirements, a well-defined development lifecycle, and rigorous testing to ensure quality and stability. I am familiar with various programming languages and technologies used within the 3DEXPERIENCE environment, including but not limited to Java, JavaScript, and the various APIs provided by Dassault Systèmes.

Data integrity and consistency are paramount within the 3DEXPERIENCE platform. My strategy focuses on several key areas. First, I ensure proper data governance by defining clear data standards and enforcing them through the use of data validation rules and workflows. This prevents inconsistencies and errors from entering the system in the first place. Second, I leverage the platform’s built-in version control and collaboration features to manage changes effectively. This ensures that only authorized users can modify data, and all changes are tracked and auditable. Third, regular data backups and disaster recovery planning are essential. I employ a robust backup strategy that includes both on-site and off-site backups to safeguard against data loss. Finally, I regularly monitor data quality through reports and dashboards, proactively identifying and resolving any issues before they escalate. Imagine it like building a meticulously organized library; every book is cataloged correctly, changes are documented, and there’s always a backup in case of fire!

Data migration to the 3DEXPERIENCE platform requires careful planning and execution. My preferred methods depend on the source system and data volume. For smaller datasets, manual data entry might be feasible, though usually impractical for larger projects. For larger datasets, I often utilize the 3DEXPERIENCE platform’s built-in data migration tools and APIs. These tools allow for automated data import and transformation, ensuring data accuracy and consistency. For complex migrations, I employ a phased approach, starting with a pilot migration of a subset of the data to test the process and identify any potential issues before migrating the entire dataset. Regardless of the method, I always conduct thorough data validation and quality checks before, during, and after the migration to ensure data integrity and accuracy. Think of it as moving house; a small apartment is easy to move yourself, but for a mansion, you’d hire professional movers and meticulously plan the logistics to avoid chaos.

My experience with 3DEXPERIENCE platform reporting and analytics is extensive. I’m proficient in using the platform’s built-in reporting tools, as well as integrating with external business intelligence (BI) tools for advanced analytics. I can create custom reports and dashboards to visualize key performance indicators (KPIs) and gain insights into various aspects of the business, from product development to manufacturing efficiency. For example, I’ve developed dashboards to track project timelines, resource utilization, and product quality metrics. This provides stakeholders with real-time visibility into project progress and potential bottlenecks. I understand how to tailor reporting and analytics to different user groups, providing relevant and actionable information. I also have experience in using data mining techniques to extract valuable insights from the large datasets within the 3DEXPERIENCE platform. The key is to translate raw data into clear, concise, and visually compelling information that drives decision-making.

Handling a user support request begins with active listening to understand the problem fully. I would start by asking clarifying questions to identify the root cause, such as the specific error message, steps leading to the issue, and the user’s environment. Once the problem is understood, I’d check the 3DEXPERIENCE platform’s documentation and knowledge base for solutions. If a solution is found there, I’d guide the user through it. If not, I might employ remote access tools to investigate the issue directly or escalate the problem to the appropriate support team if it’s beyond my capabilities. Throughout the process, I maintain clear and concise communication with the user, keeping them informed of the progress and next steps. Finally, I follow up to ensure the problem is resolved and to prevent future occurrences. A methodical and empathetic approach ensures a positive user experience and minimizes downtime.

My experience with 3DEXPERIENCE platform administration includes user management, license management, and system maintenance. For user management, I’m proficient in creating user accounts, assigning roles and permissions, and managing user groups. I understand the importance of adhering to security best practices to ensure data protection and prevent unauthorized access. Regarding license management, I have experience tracking license usage, optimizing license allocation to meet business needs, and resolving license conflicts. I understand the complexities of different license types and their implications for user access and functionality. System maintenance includes tasks such as applying software updates, monitoring system performance, and troubleshooting technical issues. My approach emphasizes proactive monitoring to prevent problems before they impact users. I also maintain detailed documentation of all administrative activities for audit trail purposes. Think of it as being the building manager, ensuring the building is functional, secure, and efficiently utilized.

The 3DEXPERIENCE platform offers robust collaboration tools that I’ve extensively utilized. These include collaborative design tools that enable multiple users to work simultaneously on the same design, version control to track design changes and ensure data integrity, and communication tools such as forums, chats, and wikis to facilitate effective teamwork. I’ve used these tools in projects involving geographically dispersed teams, effectively coordinating efforts and ensuring seamless information flow. For example, using the collaborative design tools, I’ve facilitated projects involving multiple engineering teams working concurrently on different aspects of a complex product. The built-in communication tools helped maintain transparency and avoid conflicts. Effective use of these tools is crucial for fostering seamless collaboration and efficient project completion.

My familiarity with the 3DEXPERIENCE platform’s API is extensive. I’ve worked extensively with both REST APIs and the more traditional ENOVIA APIs. I understand how to leverage these APIs for various tasks, including data extraction, custom application development, and integration with other systems. For example, I’ve used the REST API to build a custom dashboard that pulls real-time data on project progress directly from the platform, providing stakeholders with a clear and concise overview. My understanding extends beyond simple data retrieval; I’m proficient in using the APIs to create and modify objects, automate workflows, and build custom functionalities to extend the platform’s capabilities to meet specific business needs. I’m comfortable working with different authentication methods and handling API responses effectively. This involves understanding error handling, rate limiting, and efficient data processing techniques. I am also familiar with using API clients and SDKs to streamline development.

My experience with 3DEXPERIENCE platform lifecycle management processes encompasses the entire product lifecycle, from concept and design to manufacturing and service. I’ve worked with various industries utilizing the platform’s capabilities for PLM, including aerospace, automotive, and consumer goods. I understand and have implemented processes around requirements management, change management, document control, and configuration management. For instance, in a recent project, I helped a client implement a robust change management process using the platform’s built-in tools and workflows, significantly reducing the time and effort required for managing design changes and ensuring compliance. This involved configuring the platform to enforce specific approval workflows, track change requests effectively, and automate notifications to relevant stakeholders. I’m also experienced in utilizing the platform’s tools for managing product data, ensuring data integrity, and enabling efficient collaboration across teams and departments. This includes working with BOMs (Bill of Materials), managing product structures, and utilizing version control.

Designing a 3DEXPERIENCE platform implementation plan for a new client is a meticulous process. It begins with a thorough understanding of their business needs, existing processes, and technology landscape. I’d follow a phased approach:

1. Assessment and Planning: This involves detailed workshops to understand the client’s specific requirements, identifying key users and processes to be digitized. This phase also includes a gap analysis between their current state and desired future state using the 3DEXPERIENCE platform.
2. Proof of Concept (POC): A POC is crucial to demonstrate the platform’s capabilities and address any specific concerns. This involves setting up a small-scale implementation to test key functionalities and validate the chosen solution.
3. Solution Design: This phase focuses on tailoring the platform to the client’s needs. It involves selecting the appropriate roles, applications, and configurations based on the assessment. This includes defining user access permissions, workflows, and data structures.
4. Implementation: This phase involves the actual deployment of the platform, including data migration, user training, and system configuration. It’s critical to manage this phase iteratively with regular testing and feedback loops.
5. Go-Live and Support: Post-implementation support is vital for ensuring successful adoption and ongoing optimization. This includes user support, performance monitoring, and continuous improvement initiatives.

Throughout the entire process, communication and collaboration are paramount. Regular updates and feedback sessions with the client are crucial for ensuring the project aligns with their expectations.

I have experience with both cloud and on-premise deployment models for the 3DEXPERIENCE platform. Cloud deployments offer scalability, flexibility, and reduced IT overhead, making them ideal for businesses of all sizes. I’ve worked on several cloud projects, leveraging the platform’s SaaS model to quickly deploy and manage the platform. On the other hand, on-premise deployments offer greater control over data security and infrastructure, which is sometimes a critical requirement for certain industries. I’ve also been involved in on-premise implementations, understanding the complexities of managing the underlying infrastructure and ensuring platform security. The choice between cloud and on-premise depends heavily on the client’s specific needs, security requirements, and IT infrastructure. A comprehensive cost-benefit analysis is essential before making a decision.

Staying up-to-date with the latest 3DEXPERIENCE platform updates and features is an ongoing process. I regularly engage with the following resources:

• Dassault Systèmes’ official website: This is the primary source for release notes, documentation, and announcements.
• 3DEXPERIENCE platform communities and forums: These online communities provide valuable insights from other users and Dassault Systèmes experts.
• Webinars and training courses: Dassault Systèmes offers regular webinars and training courses to keep users informed about new features and best practices.
• Industry publications and conferences: Staying informed about industry trends and attending relevant conferences helps to understand how the platform is evolving to meet the demands of the market.

I also actively participate in beta programs when possible to gain firsthand experience with upcoming features.

The 3DEXPERIENCE platform plays a crucial role in digital transformation by enabling businesses to connect people, processes, and data throughout the product lifecycle. It fosters collaboration, improves efficiency, and facilitates data-driven decision-making. For example, a manufacturing company can use the platform to streamline their design process, improve supply chain management, and optimize their manufacturing operations. By centralizing data and improving communication, the platform helps reduce errors, improve product quality, and accelerate time-to-market. It enables a shift from traditional, siloed processes to more integrated, collaborative workflows, leading to improved agility and responsiveness to market changes. In essence, the platform empowers organizations to leverage data and technology to transform how they design, manufacture, and service their products.

The 3DEXPERIENCE platform’s version control system is a robust and essential component for managing changes to design data and other related documents. It uses a collaborative approach, allowing multiple users to work on the same files concurrently while maintaining a complete history of changes. The system tracks revisions, allowing users to revert to previous versions if needed. It uses a mechanism to manage different versions and configurations, enabling effective collaboration on complex projects. This prevents accidental overwriting of files and ensures that all changes are tracked and documented, promoting data integrity and enabling efficient collaboration across different teams and departments. This is particularly critical in projects involving multiple stakeholders and iterative design processes. For example, it ensures that all changes to a product design are tracked, and that different teams can work on various aspects of the design simultaneously without causing conflicts.

Managing conflicts in a collaborative 3DEXPERIENCE environment hinges on leveraging the platform’s robust version management and collaboration tools. Think of it like a sophisticated document control system, but for 3D models and other design data. Instead of simply overwriting files, 3DEXPERIENCE allows multiple users to work on the same project simultaneously.

Here’s how I’d approach conflict resolution:

• Utilize the built-in version control: 3DEXPERIENCE offers detailed version history. If conflicts arise, we can easily revert to previous versions, compare revisions to pinpoint discrepancies, and merge changes strategically. It’s like having a detailed ‘undo’ button for the entire project.
• Employ collaborative workflows: Before starting a project, defining clear roles and responsibilities, along with well-defined check-in/check-out processes, minimizes the likelihood of conflicts. This is similar to how a well-orchestrated team works on a musical composition, ensuring everyone is on the same sheet of music.
• Leverage the platform’s communication features: The platform facilitates communication through integrated forums, chat, and annotation tools. This allows team members to discuss design decisions proactively, preventing conflicts before they arise. This is like having a virtual team meeting space readily available, constantly facilitating discussion and collaboration.
• Employ branching and merging: For major design iterations, I’d recommend creating branches to allow parallel development without affecting the main project. This is a powerful technique for managing significant changes while preserving the stability of the core design, like creating separate drafts of a novel while maintaining a central manuscript.
• Implement a clear conflict resolution process: Defining a process beforehand (e.g., a lead engineer reviews and merges changes) keeps the workflow smooth and prevents disputes. This is akin to having an editor for a team project, ensuring consistency and accuracy.

My experience with 3DEXPERIENCE’s workflow automation centers around streamlining repetitive tasks, enhancing efficiency, and reducing manual errors. I’ve used it to automate processes like:

• Automated routing of design reviews: Setting up automated notifications and routing of designs for approval based on pre-defined roles and criteria, freeing engineers to focus on design rather than administrative tasks.
• Automated data migration: Migrating data from legacy systems into 3DEXPERIENCE, transforming the process from a potentially lengthy manual process into a scheduled, automated one. This can drastically reduce the amount of manual labor and associated errors.
• Automated reporting and analytics: Automating the generation of customized reports on project progress, key performance indicators, and resource utilization, thereby improving management decision making.
• Integration with other systems: I’ve integrated 3DEXPERIENCE with ERP and PLM systems to automate data synchronization and information flow, creating a seamless digital thread across the entire product lifecycle.

For instance, I once automated the process of submitting design changes for approval. Previously, this involved manual emails and spreadsheets, frequently leading to delays and missed deadlines. Automating this using 3DEXPERIENCE’s workflow tools reduced the process time by 50%, improved accountability, and minimized errors. This ensured efficient and timely decision-making and minimized delays.

Optimizing a slow-running 3DEXPERIENCE application requires a systematic approach focusing on several key areas:

• Identify the bottleneck: The first step is to pinpoint the source of the slowdown. This can involve analyzing server logs, performance monitoring tools within the 3DEXPERIENCE platform, or profiling the application itself. We need to determine if the problem is related to the database, the network, the application code, or the client machine.
• Optimize the database: This may involve indexing databases effectively, optimizing database queries, and ensuring sufficient database server resources. This is akin to cleaning and organizing a filing cabinet to improve retrieval speed.
• Improve network performance: Network latency can significantly impact application performance. This could involve optimizing network infrastructure, improving bandwidth, or reducing network congestion. This is comparable to improving road infrastructure to ease traffic flow.
• Hardware upgrades: If the server hardware is inadequate, upgrading to a more powerful server with better processing power, memory, and storage could resolve performance issues. This is similar to upgrading a computer’s components to improve its overall processing capabilities.
• Application optimization: The application itself might need optimization. This includes code optimization, reducing unnecessary computations, and improving data caching. This involves refining the software’s internal processes for greater efficiency.
• Data management: Large datasets can negatively impact performance. Strategies like data cleansing, archiving older data, and implementing efficient data compression techniques are vital. This ensures the system isn’t bogged down by unnecessary or redundant information.

For example, I once encountered a slow-running application due to inefficient database queries. By optimizing these queries, we improved the application’s response time by over 70%.

I have extensive experience managing user roles and permissions within the 3DEXPERIENCE platform. The platform’s role-based access control (RBAC) is crucial for maintaining data security and controlling access to sensitive information. I understand the different roles and their associated permissions, allowing me to tailor access levels based on individual needs and responsibilities.

Some common roles I’ve worked with include:

• Administrator: Has full access and control over all aspects of the platform.
• Designer: Access to design tools and relevant data.
• Reviewer: Access to review and approve designs, but not edit them.
• Manager: Oversight over projects and user permissions within their teams.

I’ve designed custom roles for specialized tasks and departments, ensuring that only authorized personnel can access sensitive information and perform critical actions. For instance, I once configured roles to restrict access to specific design data for external collaborators, safeguarding intellectual property and ensuring compliance with confidentiality agreements.

Training new 3DEXPERIENCE users requires a phased and structured approach focusing on both the technical aspects of the platform and the collaborative workflows it enables. I typically employ a multi-faceted strategy:

• Initial onboarding: Begin with introductory sessions covering the platform’s core functionalities, navigation, and user interface. We’d use a combination of online tutorials, presentations, and hands-on exercises.
• Role-based training: Tailor training to each user’s role and responsibilities. Designers would focus on design tools, while managers would focus on project management tools. This ensures that users are only trained on features relevant to their tasks.
• Hands-on exercises and simulations: Practical exercises and realistic scenarios allow users to apply their knowledge in a safe environment. These simulations mirror typical workplace tasks, allowing them to develop comfort and competency.
• On-demand resources and documentation: Provide access to online help, documentation, and video tutorials for continued learning. This allows users to revisit concepts and troubleshoot issues independently.
• Mentorship and peer support: Pair new users with experienced colleagues for guidance and support. This creates a supportive learning environment and facilitates knowledge sharing.
• Regular feedback and assessment: Conduct regular check-ins to assess progress, address challenges, and provide additional support where needed. This ensures that users are progressing effectively and adapting efficiently.

For instance, I created a self-paced online training module supplemented by in-person workshops, resulting in a significantly faster onboarding process and improved user proficiency.

My experience with 3DEXPERIENCE’s data governance policies emphasizes the importance of data security, compliance, and efficient data management. The platform provides tools to control access, manage data lifecycles, and maintain data integrity.

Key aspects I’ve focused on include:

• Access control: Using role-based access control (RBAC) to limit access to sensitive data, ensuring only authorized personnel can view, modify, or delete information.
• Data lifecycle management: Implementing policies for data retention, archiving, and disposal, ensuring compliance with industry regulations and internal guidelines.
• Data validation and quality: Setting up workflows and processes to ensure data accuracy, consistency, and reliability. This includes implementing quality checks and validation rules throughout the design process.
• Audit trails: Leveraging the platform’s audit capabilities to track all data access and modifications, providing a comprehensive history of all activities.
• Compliance with industry standards: Ensuring that the platform’s configurations and usage align with industry best practices and regulatory requirements such as GDPR or other relevant regulations. This includes customizing data governance settings to meet specific standards.

For example, I helped implement a data governance policy that ensured all sensitive design data was encrypted both at rest and in transit, meeting stringent security standards and protecting intellectual property.

One challenging problem I encountered was migrating a large volume of legacy CAD data into the 3DEXPERIENCE platform without causing disruptions to ongoing projects. The sheer volume of data and the complexity of the existing data structure presented significant challenges.

Here’s how I addressed it:

• Phased migration: Instead of a complete, immediate migration, we adopted a phased approach. This involved prioritizing data based on its importance and current usage, allowing us to migrate critical data first while minimizing disruptions to active projects.
• Data cleansing and validation: Before migration, we thoroughly cleaned and validated the legacy data, removing duplicates, inconsistencies, and obsolete information. This significantly improved the data quality and efficiency of the migration process.
• Data transformation: We developed custom scripts and tools to transform the legacy data into a format compatible with the 3DEXPERIENCE platform. This ensured data integrity and compatibility with the platform’s functionalities.
• Pilot migration: Before migrating the entire dataset, we conducted a pilot migration with a smaller subset of data to test the migration process and identify and resolve any issues before tackling the full migration.
• Robust testing and validation: After the migration, we performed rigorous testing and validation to ensure that all data was migrated correctly and that the system was functioning as expected. This involved comparing the original data with the migrated data to ensure no information was lost or corrupted.

This structured approach allowed us to successfully migrate a large volume of legacy data with minimal disruption to ongoing operations, ultimately leading to an improved and more efficient design process within the 3DEXPERIENCE platform.