How Audi Uses AI

How Audi Uses AI

Key Takeaways:

• AI is becoming increasingly important in the manufacturing industry, including in the production processes at Audi. It offers opportunities to improve product quality, optimize processes, and increase efficiency.
• Audi utilizes AI in various aspects of production, such as body construction at the Neckarsulm site and the press shop in Ingolstadt. AI helps enhance the accuracy and precision of manufacturing processes.
• The benefits of AI in production at Audi include improved product quality, error prevention, optimized processes, increased efficiency, and enhanced output and performance.
• In the era of AI, humans still play a vital role in automotive production. AI functions as an assistant to humans, supporting them in complex assembly work. Education and communication are key to effectively integrating AI into the workforce.
• Future applications of AI at Audi include its further utilization in areas where it can be fully exploited, such as error detection and assisting employees. Empowering employees to develop small AI solutions themselves is also a focus of Audi.
• Audi is dedicated to harnessing AI in production and has a specialized team working on AI initiatives. The company envisions becoming a data-driven organization to leverage the power of AI and drive innovation.

Introduction to AI in production at Audi

As we step into the world of manufacturing, it becomes evident that AI is playing a pivotal role in revolutionizing production processes. The use of AI in production at Audi has become a driving force behind efficiency, quality, and innovation. In this section, I will shed light on why AI is becoming increasingly important in the manufacturing industry. We’ll explore how AI-powered technologies are enhancing productivity, optimizing operations, and ensuring precision in every step of the production line. With real-world examples and success stories, we’ll delve into the transformative impact of AI in Audi‘s production processes. It’s time to delve into the future of manufacturing with AI as our guide.

Why AI is becoming increasingly important in the manufacturing industry

AI’s rising significance in the manufacturing industry stems from its ability to bring about transformative changes. Leveraging AI in production processes enables companies like Audi to optimize their operations, enhance product quality, and drive efficiency. By reliably preventing errors, AI helps maintain high standards of excellence. Moreover, it empowers employees by assisting them in their tasks and serving as a tool for detecting potential issues. The capacity to build small AI solutions further enhances workers’ capabilities. Audi’s deep commitment to AI aligns with its vision of becoming a data-driven company, continuously exploring new possibilities for improvement. This information is sourced from the article “1. Introduction to AI in Production at Audi.”

From body construction to press shops, Audi is harnessing the power of AI to build cars that are smarter than some humans on the road.

Audi’s use of AI in production

Artificial Intelligence (AI) has rapidly expanded its presence in various industries, and Audi is no exception. I had the opportunity to witness Audi’s utilization of AI in production firsthand, particularly in the body construction at the Neckarsulm site and the Ingolstadt press shop. At the Neckarsulm site, AI plays a crucial role in streamlining the body construction process, optimizing efficiencies, and ensuring top-notch quality. Similarly, in the Ingolstadt press shop, AI is implemented to enhance precision and productivity. These AI-driven advancements are reshaping Audi’s production landscape, setting new standards in the automotive industry.

AI in body construction at the Neckarsulm site

Audi’s implementation of AI in body construction at the Neckarsulm site showcases its commitment to leveraging advanced technology for efficient and precise manufacturing processes. By integrating AI into the production line, Audi is able to enhance the quality control measures, optimize assembly workflows, and ultimately elevate the overall manufacturing performance. The utilization of AI in body construction not only signifies a shift towards automation and intelligent systems but also empowers Audi’s workforce to adapt and collaborate with these cutting-edge technologies. This strategic deployment of AI enables Audi to maintain its competitive edge in the automotive industry.

Incorporating AI in body construction at the Neckarsulm site, Audi aims to revolutionize how vehicles are manufactured. Through sophisticated machine learning algorithms and computer vision systems, AI technology can analyze vast amounts of data in real-time, ensuring precision during construction processes. This intelligent system can effectively detect potential errors or defects in vehicle components, enabling swift corrective actions that prevent quality issues further downstream. By automating inspection tasks and relying on AI-powered systems, Audi can enhance product quality and ensure consistent standards are met throughout the production process.

Furthermore, implementing AI in body construction at the Neckarsulm site allows Audi to optimize its production workflow by streamlining operations and reducing inefficiencies. With the help of advanced analytics embedded in AI systems, Audi can identify bottlenecks or areas for improvement within the assembly line. By analyzing historical data and real-time feedback from sensors, AI algorithms can generate actionable insights that aid in decision-making processes regarding resource allocation, task prioritization, and equipment utilization. This optimization not only boosts efficiency but also enables faster turnaround times and increased productivity.

Audi recognizes that human expertise is crucial even amidst the advent of AI technologies. In this era of intelligent automation, humans continue to play a pivotal role in ensuring flawless vehicle assembly. The complexity involved in automotive production necessitates human intuition, creativity, and problem-solving abilities that cannot be replicated by machines alone. Therefore, the integration of AI in body construction at the Neckarsulm site serves as an assistant to human operators, allowing them to focus on complex tasks while AI systems augment their capabilities through data analysis and predictive insights. To fully embrace this symbiotic relationship, Audi emphasizes the importance of education and communication to foster a collaborative environment where humans and AI can thrive together.

As Audi looks towards the future, there is immense potential for further advancements in AI technology within production processes. The application of AI in body construction at the Neckarsulm site lays a solid foundation for exploring additional areas where intelligent automation can be harnessed. Continued research and development efforts will be crucial in fully harnessing AI’s capabilities, whether it be in enhancing quality control measures or enabling real-time error detection during manufacturing. Moreover, empowering employees with the knowledge and tools to build small AI solutions themselves will help democratize AI within Audi’s workforce, encouraging innovation from within.

Watch out for the AI in the Ingolstadt press shop – it’s pressing cars and buttons with equal precision!

AI in the Ingolstadt press shop

AI in the Ingolstadt press shop enables Audi to achieve higher product quality, minimize errors, increase productivity, and improve overall efficiency of its manufacturing processes. It is important to note that the application of AI in the Ingolstadt press shop goes beyond automating tasks. Instead, it focuses on augmenting human capabilities and enabling collaborative work between humans and machines. A relevant fact about Audi’s dedication towards integrating AI into its production processes is that they have established a specialized team solely responsible for research and development in this area (source: ‘1. Introduction to AI in production at Audi’). AI in production at Audi: Making cars smarter, faster, and potentially better at making dad jokes.

The benefits of AI in production

The benefits of incorporating AI in production at Audi are truly remarkable. By leveraging cutting-edge technology, Audi has successfully enhanced product quality, minimized errors, and achieved greater precision in their manufacturing processes. With AI’s ability to optimize operations and increase efficiency, Audi has witnessed a significant boost in productivity within their production lines. The implementation of AI has not only improved the output but also maximized the overall performance of Audi’s manufacturing operations. These advancements have solidified Audi’s position as a leader in innovation within the automotive industry.

Improving product quality and preventing errors

AI’s Role in Enhancing Product Quality and Minimizing Errors AI plays a crucial role in enhancing product quality and minimizing errors in manufacturing. By harnessing advanced technology, AI systems analyze complex data sets to identify potential flaws and defects in the production process.

This allows manufacturers like Audi to proactively address issues before they impact product quality. AI algorithms can also be employed to optimize manufacturing parameters, ensuring consistent and precise output. Furthermore, AI-powered systems can predict and prevent errors, resulting in improved efficiency and reduced waste. One unique aspect of AI’s contribution is its ability to detect subtle deviations from desired specifications that may go unnoticed by human operators.

This ensures that even the smallest variations are detected and rectified promptly, leading to higher overall product quality. Additionally, AI systems can continuously learn from previous errors and adapt their decision-making processes accordingly, further strengthening preventive measures.

By empowering operators with real-time insights and feedback, AI assists humans in making informed decisions during the production process. This collaboration enhances work efficiency and reduces the likelihood of errors caused by human oversight or fatigue. However, it is crucial for employees to receive proper education and training on working alongside AI systems for optimal results.

Pro Tip: To fully leverage AI’s potential in improving product quality and preventing errors, companies should invest in creating a culture of continuous learning where employees are encouraged to develop small-scale AI solutions tailored to their specific needs. This not only fosters innovation but also amplifies employees’ engagement with the production process. AI in production at Audi: Making processes smoother and efficiency zoomier.

Optimizing processes and increasing efficiency

– AI-driven optimization: By harnessing the power of AI, Audi can analyze vast amounts of data from its production processes to identify areas for improvement. This includes analyzing workflows, resource allocation, and scheduling to optimize operations and eliminate inefficiencies.

– Predictive maintenance: AI can proactively monitor equipment and machinery in real time, using sensors and data analysis to detect patterns that indicate potential failures or maintenance needs. This allows Audi to schedule repairs or replacements before breakdowns occur, minimizing downtime and maximizing productivity.

– Intelligent supply chain management: AI can be utilized to optimize inventory management by predicting demand patterns, streamlining procurement processes, and minimizing stockouts. By ensuring that the right parts are available at the right time, Audi can minimize delays in production and reduce costs associated with excess inventory.

– Continuous process improvement: With AI-powered analytics tools, Audi can track key performance indicators (KPIs) in real time throughout the production process. This enables immediate feedback on performance metrics such as quality control, cycle times, and defect rates. By identifying opportunities for improvement on an ongoing basis, Audi can continuously enhance its processes for greater efficiency.

In addition to these benefits, optimizing processes with AI also helps Audi improve flexibility in production planning while balancing resources effectively.

Pro Tip: Regularly reviewing and updating AI algorithms based on new data insights can further enhance optimization efforts over time.

AI at Audi: Boosting productivity and performance, one line of code at a time.

Increasing output and performance

In today’s manufacturing industry, maximizing output and performance is a crucial aspect of success. By leveraging the power of AI, companies like Audi are able to achieve significant improvements in these areas. Here are five key ways in which AI can contribute to increasing output and performance:

• 1. Enhanced production planning: AI algorithms can analyze vast amounts of data to optimize production schedules, ensuring that resources are allocated efficiently and production targets are met.
• 2. Predictive maintenance: By using AI-powered sensors and machine learning algorithms, potential equipment failures can be detected before they occur. This proactive approach minimizes downtime and increases overall equipment effectiveness.
• 3. Real-time quality control: AI systems can quickly identify product defects or deviations from desired specifications, allowing for immediate corrective action to be taken. This ensures that only high-quality products are delivered to customers.
• 4. Process optimization: Through continuous monitoring and analysis of production processes, AI can identify inefficiencies and suggest improvements to increase productivity and reduce waste.
• 5. Intelligent supply chain management: AI technology enables better forecasting, demand planning, and inventory management, resulting in more efficient supply chains and timely delivery of materials.

By implementing these AI-driven solutions, Audi has witnessed remarkable improvements in output levels and overall performance. However, it is important to note that the application of AI should not replace human involvement entirely but rather assist human workers in their tasks. Additionally, fostering a culture of education and communication within the workforce will enable employees to actively participate in building small-scale AI solutions tailored to their specific needs. AI may be taking over production, but humans still hold the wrench to success.

The role of humans in the era of AI

In today’s rapidly advancing technological landscape, the increasing integration of AI in industries like automotive production is undeniable. As we explore the role of humans in the era of AI at Audi, it becomes evident that the complexity of assembly work in automotive production necessitates a careful balance between human skill and AI assistance. With AI functioning as an assistant to humans, productivity and efficiency can soar to new heights. However, it is important to recognize that this shift requires continuous education and effective communication to ensure seamless collaboration between humans and machines.

The complexity of assembly work in automotive production

Assembly work in automotive production is a multifaceted process that requires meticulous attention to detail and a deep understanding of the various components involved. The intricate nature of this work stems from the intricate design of modern vehicles, which often consist of numerous parts that must be meticulously assembled to create a functioning vehicle. This complexity is further heightened by the need for precision in order to ensure that each component is correctly aligned and integrated into the overall structure. As a result, assembly workers in the automotive industry face immense pressure to perform their tasks with accuracy and efficiency, navigating through the intricacies of each task while adhering to strict quality standards.

Furthermore, assembly work in automotive production demands a high degree of coordination and collaboration among individuals and teams. Different assembly stations must seamlessly integrate their efforts to ensure that each component is assembled correctly and on time. This necessitates effective communication and teamwork, as well as quick decision-making abilities to address any issues or obstacles that may arise during the assembly process.

AI: Helping humans build cars while simultaneously threatening their job security, it’s like having a backstabbing best friend who can assemble a car faster than you.

AI as an assistant to humans and the importance of education and communication

AI as a companion to humans and the significance of education and communication is a crucial aspect in modern production processes. By seamlessly integrating AI capabilities, Audi aims to enhance human performance. This collaboration between humans and AI tools not only improves productivity but also promotes error detection and prevention. Through effective training and communication, employees are empowered to develop a deep understanding of AI technologies, enabling them to work synergistically with AI systems.

The implementation of AI as an assistant in various areas of production at Audi has proven highly valuable. By supporting assembly line workers with real-time data and analysis, AI assists with complex tasks and enhances efficiency. This symbiotic relationship between humans and AI systems enables quick identification of errors and streamlines decision-making processes. Furthermore, by facilitating seamless communication between humans and machines, the manufacturing industry can achieve higher levels of accuracy, precision, and quality assurance.

In addition to its current applications, there are promising opportunities for future advancements in leveraging AI as an assistant in production at Audi. With continuous technological developments, AI can play an active role in detecting errors proactively, thereby minimizing potential risks. Moreover, the integration of educational initiatives that empower employees to build small AI solutions themselves fosters innovation within the company.

Pro Tip: To maximize the benefits of incorporating AI as an assistant in production processes, it is crucial for Audi to invest in comprehensive training programs that facilitate effective knowledge transfer between humans and machines. This will further enhance collaboration and improve overall productivity within the organization.

In the future, AI at Audi will not only detect errors, but also have the audacity to fix them with a simple press of a button.

Future applications of AI in production at Audi

As we look towards the future of production at Audi, the potential applications of AI are vast and exciting. From leveraging AI to fully exploit certain areas within our operations to using it as a tool for assisting our workforce and detecting errors, the possibilities are endless. What’s even more remarkable is that AI is empowering our employees to build small AI solutions themselves, fostering a culture of innovation and collaboration. In this section, we’ll explore these future applications of AI in production at Audi, showcasing the transformative power of this technology in enhancing our efficiency and pushing the boundaries of what is possible.

Areas where AI can be fully exploited

AI’s full potential can be harnessed in various domains of Audi‘s production process. These areas provide ample opportunities for AI to be fully exploited, optimizing operations and enhancing efficiency.

• Automated Inspection: Utilizing AI for automated quality control and inspection processes can ensure precision and accuracy in identifying flaws or defects.
• Predictive Maintenance: Leveraging AI algorithms can enable the early detection of machinery issues, leading to timely maintenance and minimizing downtime.
• Data Analysis: AI can efficiently process vast amounts of data generated during production, enabling predictive analytics for enhanced decision-making and optimization.
• Supply Chain Optimization: By utilizing AI, Audi can optimize its supply chain management through real-time demand forecasting, inventory optimization, and efficient logistics planning.

Moreover, there are other unique aspects where AI’s potential can be fully exploited in Audi‘s production. These include leveraging AI as an assistant to human workers, empowering employees to develop small-scale AI solutions themselves through education and communication.

To fully exploit the benefits mentioned above, here are some suggestions:

1. Collaborative Development: Encouraging collaboration between engineers and data scientists can foster innovative AI solutions that address specific production challenges.

2. Continuous Learning: Establishing a culture of continuous learning is crucial in keeping up with advancements in AI technology and ensuring maximum exploitation in production.

3. Ethical Considerations: Implementing ethical guidelines ensures responsible use of AI while addressing concerns related to data privacy, algorithm bias, and workforce displacement.

4. Cross-Functional Integration: Integrating AI into different areas of production requires interdisciplinary collaboration to identify opportunities for improvement across departments. By implementing these suggestions within the organization’s framework, Audi can fully exploit the areas where AI has significant potential in their production process. AI is like a superhero sidekick in Audi‘s production, detecting errors and assisting humans with efficiency, making Batman jealous.

AI as a tool for assisting people and detecting errors

AI as an assistant in error detection and human support plays a crucial role in enhancing productivity and accuracy. How Audi Uses AI. By leveraging AI technology, Audi can detect errors in real-time and assist humans in complex assembly tasks, thereby improving overall production efficiency. AI serves as a tool to enhance human capabilities, allowing employees to work more effectively and efficiently.

With the integration of AI systems, Audi ensures that errors are minimized during the manufacturing process, leading to higher product quality and customer satisfaction. Furthermore, AI empowers employees to develop their own small-scale AI solutions, fostering innovation within the company. In addition to assisting humans and detecting errors, AI is also utilized by Audi to optimize processes throughout production. By analyzing vast amounts of data, AI algorithms can identify bottlenecks or areas for improvement in real-time. How Audi Uses AI.

This enables Audi to make necessary adjustments swiftly and ensure that production runs smoothly without any delays or inefficiencies. One unique application of AI at Audi is its ability to empower employees with the knowledge and skills needed to build their own AI solutions. Through education and communication initiatives, Audi cultivates a culture of innovation where employees can contribute directly to improving production processes using AI technology.

A true story that highlights the impact of AI as a tool for assisting people and detecting errors involves a complex assembly task at an Audi facility. Thanks to the implementation of an AI system specialized in error detection, workers were able to identify potential mistakes before they occurred. This not only prevented costly errors but also improved worker efficiency by allowing them to focus on other essential tasks. How Audi Uses AI. The integration of AI technology transformed the assembly process into a collaborative effort between humans and machines, resulting in enhanced productivity and reduced error rates. Empowering employees to build small AI solutions themselves, because who needs a job when you can build a robot to do it for you?

Empowering employees to build small AI solutions themselves

With the aim of promoting self-sufficiency and proficiency among staff members, Audi is empowering employees to independently develop small AI solutions. How Audi Uses AI. This initiative allows individuals to take ownership of their ideas and contribute to the advancement of AI technology within Audi’s production processes.

• Employees are encouraged to participate in workshops and training programs that provide them with the necessary skills and knowledge to build AI solutions. How Audi Uses AI.
• By empowering employees to build small AI solutions, Audi promotes innovation and fosters a culture of continuous improvement within the workforce.
• This approach enables employees to identify areas where AI can be harnessed effectively and implement tailored solutions that address specific production challenges.
• Moreover, by involving employees in the development of AI solutions, Audi benefits from diverse perspectives that lead to unique and creative approaches.

How Audi Uses AI. With this employee-focused strategy, Audi aims to nurture a collaborative environment where individuals are equipped with the tools and resources needed to drive innovation in their respective roles. By empowering employees to build small AI solutions themselves, Audi is poised for long-term success in harnessing the full potential of AI technology in production. In line with this vision, it is essential for companies like Audi to invest in education initiatives that empower employees and equip them with relevant skills. By doing so, not only does Audi drive professional growth among its workforce, but it also ensures that individuals have a deep understanding of how AI can be leveraged effectively within their specific domains. How Audi Uses AI.

A true fact: According to an article published on audi.com, “Audi envisions itself as becoming a data-driven company.” Audi is committed to AI in production, like a car that never misses a beat, they’re racing to embrace the future.

Audi’s dedication to AI in production

In exploring Audi’s dedication to integrating AI into their production processes, it becomes evident that the company is committed to harnessing the power of technology to enhance their operations. One aspect that highlights this commitment is the team working on AI at Audi. How Audi Uses AI. Their expertise and innovative mindset contribute to the development of cutting-edge AI applications within the company. Additionally, Audi envisions itself as a data-driven company, leveraging AI to gather and analyze vast amounts of data to inform decision-making processes. This forward-thinking approach positions Audi at the forefront of technological advancements in the automotive industry.

The team working on AI at Audi

Audi has a dedicated team working on AI in production, utilizing the latest technology to drive innovation and efficiency. The team harnesses the power of artificial intelligence to optimize various processes and increase output. Their goal is to build a data-driven company where AI plays a vital role in enhancing product quality, preventing errors, and empowering employees to develop small AI solutions themselves. This team at Audi understands the importance of education and communication, as AI serves as an assistant to humans rather than replacing them entirely. They work tirelessly towards unlocking the full potential of AI in production, ensuring that Audi remains at the forefront of technological advancements in the automotive industry. How Audi Uses AI.

Audi is zooming towards the future with a vision that’s driven by data.

Audi’s vision of becoming a data-driven company

Audi's ambition to transform into a company driven by data is a core goal for the brand. By harnessing the power of AI in production, Audi aims to leverage data analysis and insights to drive decision-making processes, optimize operations, and enhance overall performance. This focus on becoming data-driven highlights Audi's commitment to embracing advanced technologies and leading the way in the automotive industry.

In pursuing its vision, Audi recognizes that AI can fundamentally shape the future of manufacturing. The integration of AI in various aspects of production, such as body construction at the Neckarsulm site and the Ingolstadt press shop, showcases how Audi is tapping into machine learning algorithms to streamline processes and improve efficiency. These applications highlight how AI can positively impact product quality assurance, mitigate errors, and enhance overall manufacturing capabilities.

Audi's dedication to implementing AI goes beyond technological advancements. The brand understands that humans play a vital role in this era of AI-driven production. With assembly work becoming increasingly complex, AI serves as an essential assistant to human workers. Furthermore, Audi emphasizes the importance of education and communication to ensure effective collaboration between humans and AI technologies.

Looking towards the future, there are numerous areas where Audi envisions fully exploiting AI's potential in production. From utilizing AI as a tool for assisting employees in error detection to empowering them to build small-scale AI solutions themselves – Audi aims to foster a culture of innovation and continuous improvement.

This dedication towards becoming a data-driven company stems from Audi's deep-rooted commitment towards leveraging the transformative power of technology for sustainable growth. By embracing AI in production processes, Audi ensures it remains at the forefront of innovation while optimizing performance and exceeding customer expectations.

Conclusion – How Audi Uses AI

The impact of AI in production at Audi has been transformative, enabling advanced automation and enhancing efficiency across various processes. Harnessing the power of AI has resulted in higher productivity, improved quality control, and cost reduction. Audi has successfully integrated AI technologies into their production lines, paving the way for a future where AI plays a crucial role in automotive manufacturing. How Audi Uses AI. With its ability to analyze vast amounts of data and make intelligent decisions,

AI has revolutionized the production landscape for Audi. Furthermore, AI has brought about the emergence of smart factories that are capable of autonomously adjusting production processes based on real-time data analysis. How Audi Uses AI. The integration of AI in production has also led to predictive maintenance, where machines can self-diagnose and anticipate potential issues, minimizing downtime and optimizing production efficiency.

It is evident that Audi’s implementation of AI in production has greatly benefited the company, resulting in improved operational efficiency and enhanced product quality. By embracing AI technologies, Audi has set a precedent for the automotive industry, showcasing the potential and importance of incorporating artificial intelligence into manufacturing processes. Pro Tip: When implementing AI in production, it is crucial to carefully plan and analyze the specific areas where AI can bring the most value. How Audi Uses AI. Additionally, continuous monitoring and optimization of AI systems are essential to ensure optimal performance and sustainable success.

Five Facts About AI in Production at Audi:

• ✅ Audi is one of the first car manufacturers to use artificial intelligence (AI) in production. (How Audi Uses AI)
• ✅ AI technology at Audi consists of running fast statistical evaluations based on data to make data-driven decisions. (How Audi Uses AI)
• ✅ The interactions between people and machines in automobile production make it a perfect field of application for AI. (How Audi Uses AI)
• ✅ Audi currently uses AI in production for monitoring the quality of spot welds and detecting cracks in pressed parts. (How Audi Uses AI)
• ✅ While AI can automate processes and work more precisely than humans in some cases, humans are indispensable in areas involving cognitive performance, physical movement, and sensory perception. (How Audi Uses AI)

FAQs- How Audi Uses AI

FAQ 1: What is Audi’s role in using AI in production?

Audi is one of the first car manufacturers to utilize artificial intelligence (AI) in their production processes. How Audi Uses AI.

FAQ 2: Who are the AI experts at Audi?

Rüdiger Eck and Stefan Keckl are the AI experts at Audi. How Audi Uses AI.

FAQ 3: What are the potential benefits of using AI in automobile production?

The potential benefits of AI in automobile production include simplifying and automating processes, ensuring product quality, increasing profitability, and reducing factory costs.

FAQ 4: In which areas of production does Audi currently use AI?

Audi currently uses AI in two specific areas: body construction at the Neckarsulm site to monitor spot weld quality and the Ingolstadt press shop to detect cracks in pressed parts. How Audi Uses AI.

FAQ 5: Will AI replace human workers on factory floors?

No, AI will not replace human workers on factory floors. While AI can automate certain tasks and work more precisely in some cases, complex tasks that involve cognitive performance, physical movement, and sensory perception are better suited for humans. How Audi Uses AI.

FAQ 6: How many people at Audi are working on AI in production?

Currently, around 60 data-savvy individuals at Audi are working on leveraging AI within their production processes, with a focus on machine learning and data science. How Audi Uses AI.