Generative AI has potential to map the complex business relationships and hierarchies harvesting rich insights which could have been nearly impossible previously. For core manufacturing processes, several data including incident unstructured from maintenance, compliance reports from quality, safety & sustainability standards and more has shown the opportunity to integrate the insights for real time decision making. Above and beyond, several information and knowledge sharing across business hierarchies provides opportunities for standardizing the insights and making it available in real time. In fact, with people moving across the organization’s makes it a challenging task to capture their experience in digital format. With Generative AI, capturing this experience has been made possible which is lot easier compared to earlier practices leveraging NLP and OCR techniques.
Join our upcoming webinar to learn more about the potential and practical applications of Generative AI leveraging Large Language Models (LLMs) for several workflow automation across multiple business functions.
Agenda
- Landscape of data across manufacturing processes:
- Practical challenges
- Availability of data
- LLMs and its application- Types of LLMs and its application in Manufacturing
- Current practices: Maintenance, process improvements & optimization opportunities, supply chain analytics
- Case study –
- Maintenance work orders and planning automation
- Automated interpretation and analysis of Daily production reports
- Analysis and Interpretation of production alarms
- Quality and compliance reports automation
