Our solution offers MCP endpoints, allowing you to easily connect your project to our powerful GenAI LLM functions. Just provide the schema to your Edge IT. For industrial and manufacturing environments, our Edge OT is a multi-Docker application designed to process and analyze raw IoT data with AI inference. It leverages InfluxDB for time-series data storage and MTConnect for semantic data accumulation and AI analysis, effectively acting as an MCP server to provide relevant LLM-based information in response to user prompts.
We are excited to announce that the VAISense Automation GenAI Assistant is now being implemented in a machine tool production factory. This assistant empowers the factory to better understand operational efficiency and optimize manufacturing processes by fine-tuning programs. The core data is extracted from the "Smart Tool Holder," which senses three-dimensional cutting force torque. Using this time-series data, the assistant can interpret historical machining quality trends, provide insights into current status, and answer questions for machining operations.
The Smart GenAI Alert Report is a highly practical function for factory operations. It automatically generates a detailed alert report in response to a notification. By leveraging predefined alert rules and their corresponding runbooks, the GenAI can create a precise report. This system integrates a GenAI LLM and a Physical AI (for technologies like cutting sound reasoning) to give the factory a comprehensive, long-term understanding of its manufacturing quality.