The Context Graph Is Itself Two Components

The context graph is itself two components. This is what happens when the deterministic rules about what's supposed to happen in a business process don't exist or conflict or are, it's where the tacit knowledge applies. And there are really two sources. There's all the unstructured information, documents, communications, but it's not RAG. RAG is dying because it didn't capture all the structure in documents that represented so much of the meaning of the documents. And so Pineconix itself is offering now a new database that's not about creating vector embeddings that captures the structure of documents. And you're going to see much more of this. And so it's a whole new form of data engineering. Data engineering was taking your operational data and turning it into analytic data through pipelines. Now we have a new type of data engineering, extracting, representing, and serving unstructured knowledge, turning it into structured knowledge. And then finally, we have the expert teaching.