Sight Machine Dough Agent

The Dough Agent uses a multi-agent architecture consisting of an orchestrator Agent, a material loss minimization agent, and process optimization agent. Each agent uses pre-validated machine learning (ML) tools to ensure that the results are highly accurate.

The Dough Agent continuously generates recommended setpoints for optimal process parameters at critical equipment across the dough production line. These recommendations are generated in real-time and automatically adjusted based on live process data, accounting for variations in ingredient properties, environmental conditions (e.g., humidity, temperature), and equipment performance.

Operations teams use these insights to make informed adjustments, ensuring consistent product quality and minimizing material loss in dough-based manufacturing processes.