Sight Machine Information

For more than 15 years, Sight Machine has worked on the ground in factories, modeling manufacturing data. Today, that experience powers an AI-native platform for agentic manufacturing. General-purpose AI can’t reliably interpret raw industrial data because it lacks the context to understand how plants really run. Sight Machine takes your plant data from the first raw signal to a finished manufacturing context layer that connects to every system in your plant: controls, historians, MES, ERP, documents, SOPs, and P&IDs. No custom middleware. The result is a semantic layer that ties every signal to an asset, every asset to a process, and every process to the KPIs that measure a plant. Sight Machine grounds agents in your plant’s rules and your process experts’ knowledge. They work from your definitions and procedures, not assumptions. Agents investigate production on every line and every shift, spotting quality drift, downtime patterns, and yield gaps. They form hypotheses and recommend changes. Your process experts review, sharpen, and approve them. Sight Machine delivers agent-powered manufacturing that continuously finds more output, eliminates more waste, and improves with every run. And it deploys in days. Today, Sight Machine runs in 200+ plants across 15+ countries and 20+ industries, delivering 10%+ output gains.