Machines stream data, operators carry the know-how, and systems like MES and ERP capture only a part of what actually happens on the floor. Most of the real context is never recorded at all. Everyone wants to put AI agents to work on their operations. But you can't act on context you never captured, and capturing it well is every bit as hard as reasoning over it. Almost no one is solving the capture side.

ContextWeaver does both. We gather context from across the line, from your machines, your systems, and your people, whether you're running an existing stack or building a new one. We weave it into a single semantic layer spanning SCADA, MES, ERP, and CRM. Then we put agents to work on top of it: production planning, maintenance, quality, document control, root-cause analysis. The result is a plant that captures everything it knows and acts on it, compounding its own intelligence far beyond what people and disconnected systems can do alone.

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