Industrial AI Agents is a Python-based toolkit designed to streamline industrial operations by deploying autonomous AI agents specialized in manufacturing tasks. It features a Data Ingest Agent for collecting sensor streams via MQTT and OPC-UA, a Diagnostics Agent for anomaly and fault detection, a Quality Agent for visual inspection using computer vision, and a Scheduling Agent for dynamic production planning. The framework supports containerized deployment with Docker and Kubernetes, enabling integration with existing IoT platforms and scalable real-time analytics.

Falkonry is an AI agent specializing in predictive analytics tailored for industrial applications. It processes vast amounts of time-series data, enabling users to identify patterns, predict failures, and optimize operations. The platform automates the analysis of industrial data, offering insights that support proactive decision-making. By integrating with existing systems, Falkonry helps manufacturers and operators enhance productivity, reduce downtime, and increase efficiency.