Lane Greer

Fullcapture Gold: semantic events from warehouse data

A data science pipeline that mines the behavioral data a customer already exports to their warehouse and writes named business events back onto session timelines.

Kind
project
Role
led
Shown
as is

Field innovationTechnical leadership

Raw behavioral capture records what happened, not what it meant. A session can run to hundreds of events, none of them named for the business moment they add up to.

Gold works from data a customer already exports to their warehouse. It finds the shortest ordered chain of steps that signals a business moment, such as a completed booking, and writes a named event back onto every session timeline where that chain occurred. No new instrumentation, no release, and it applies retroactively.

Each event carries its own provenance: which pattern matched, how many raw steps it compressed, how often that pattern occurs, and a cohesion score. When someone asks why an event fired, there is always an answer.

It has been run end to end against the CarGo demo environment.