How does the RAC system and AI agent work in your product?

The RAC system (for example, Real-time Analytics and Control) in a product is usually responsible for collecting, processing, and analyzing data in real-time to support decision-making or process management. It provides monitoring, aggregation, and quick response to events.

The AI agent in the product acts as an intelligent component that, based on data from the RAC system and other sources, makes decisions, forecasts events, or automates tasks.

Together, they work as follows:

• The RAC system collects and processes data in real-time.
• The AI agent analyzes this data using machine learning models or rules.
• The AI agent generates recommendations or commands for the system.

For example, in a manufacturing process monitoring system, the RAC collects performance indicators, and the AI agent forecasts potential failures and suggests measures to prevent them.