AI Agent
Entopy’s AI Agent offers an intuitive interface that sits above the Digital Twin, transforming data into action with speed and precision. The Agent offers a range of powerful tools designed to empower both strategic and operational teams.
By combining the spatial and temporal awareness of the Digital Twin with advanced AI reasoning, Entopy’s AI Agent becomes an intelligent co-pilot for your operations. Whether you’re asking complex questions, running investigative workflows, or monitoring key metrics behind the scenes, the AI Agent delivers fast, contextual, and actionable intelligence.
- Chatbot: offers a natural language question/answer interface as well as the production of graphs/charts to support analysis.
- Deep analysis: provides an analysis and scenario testing capability powered by ReAct for multi-step reasoning.
- Background monitoring: enables users to set monitoring tasks for the AI Agent to watch and flag anomalies and insights in real time.
Entopy has developed a multi-agent architecture that uses multiple LLM’s, each focused/specialised for different tasks within respective workflows. The resulting architecture ensures flexibility, transparency and security/privacy are maintained throughout.
An overall orchestration agent interprets user questions and then uses various tools to retrieve data and compile its response. Critically, no predictions are made by the LLM’s, instead, drawing on information from sources such as the Digital Twin, AI micromodels and so forth.
LLM’s never interact directly with Entopy databases, and we have conducted extensive testing to mitigate and reduce hallucinations.