Late binding is a computer programming mechanism in which the method being called upon an object or the function being called with arguments is looked up by name at runtime. This contrasts with early binding, where everything must be known in advance. This method is favored in object-oriented languages and is efficient but incredibly restrictive. After all, how can everything be known in advance?
In EventTracker, late binding allows us to continue learning and leveraging new understanding instead of getting stuck in whatever was sensible at the time of indexing. The upside is that it is very easy to ingest data into EventTracker without knowing much (or anything) about its meaning or organization. Use any one of several common formats/protocols, and voila, data is indexed and available for searching/reporting.
As understanding improves, users can create a “Knowledge Pack” to describe the indexed data in reports, search output, dashboards, co-relation rules, behavior rules, etc. There is no single, forced “normalized” schema and thus no connectors to transform incoming data to the fixed schema.
As your understanding improves, the knowledge pack improves and so does the resulting output. And oh by the way, since the same data can be viewed by two different roles in very different ways, this is easily accommodated in the Knowledge Pack. Thus the same data (e.g., Login failures) can be viewed in one way by the Security team (in real time, as an alert, with trends) and in an entirely different way by the Compliance team (as a report covering a time-span with annotation to show due care).