Dr. Andreas Nauerz, CTO Bosch Digital, discusses Bosch's Gen AI strategy, the use of AI in call centers, investing in Alif Aif for generative AI leadership, a hybrid approach to language models, creating an Industrial Grade large language model for Gen AI, transformer technology in industrial applications, and building specialized models for software development and embedded automotive safety.
Bosch utilizes GenAI in various areas including assistive AI, generative AI, and AI models for quality inspection.
Bosch envisions a future of monetizing and sharing knowledge using AI, promoting open source collaboration.
Bosch invests in Alif Aif to secure European sovereignty in generative AI, benefiting from tailored industry-specific technology.
Deep dives
Applications of Gen AI in Bosch
Gen AI is being used in different areas within Bosch, such as assistive AI for service agents, generative AI for content creation, and AI models for quality inspection on production lines.
Control X and Automation in Bosch
Bosch's automation platform, Control X, utilizes AI models for quality inspection on production lines. These models are trained with large data sets and can detect errors in components. Bosch is also exploring the use of generative AI to generate synthetic data to train these models. The models are trained in the cloud but run at the edge for real-time performance.
Future Possibilities and the Role of Open Source
Bosch envisions a future where knowledge and expertise can be monetized and shared using AI technology. They believe that as training algorithms and GPUs become more efficient, the cost of training models will decrease, allowing for greater accessibility and the potential for open source collaboration. This collaboration could lead to innovative solutions and advancements in industrial AI applications.
Investment in Alif Aif to Secure Sovereignty and Compliance
Bosch Ventures recently invested in Alif Aif, an AI company. The investment aims to secure European and German sovereignty in the market of generative AI. By having a strong European company as a partner, Bosch can better comply with evolving regulations and work together to meet requirements. The investment also enables collaboration in developing Alif Aif's technology, which can be tailored to fit industry-specific cases. Additionally, the fact that Alif Aif can be deployed on-premises without pushing data into public services makes it attractive for IP-sensitive use cases.
Potential of AI in Enhancing Operational Efficiency
Bosch sees great potential in using generative AI to enhance operational efficiency across various sectors. One area of focus is improving user experience by leveraging generative AI to enhance enterprise search, enabling faster access to distributed knowledge using natural language rather than keywords. Another area is automating manual and repetitive tasks, such as content generation, to increase efficiency and quality. This not only saves costs but also improves employee satisfaction by eliminating mundane tasks. Additionally, Bosch recognizes the need for explainable AI models and regulatory compliance to ensure trust and acceptance of AI technology.