Insights from the Ingestigate Frontier
Deep dives into technology, evidence processing, and lessons learned from the field.
Entity graphs are fundamentally different from other graph tools. They get dense fast — not because something is broken, but because of how interconnected real-world data is. Understanding why changes how you use them.
Ingestigate was built to search text. That was the right call. But searchable and fully accessible are not the same thing — and closing that gap required rethinking what a document viewer is supposed to do.
The DOJ released over 3 million pages of Epstein-related files. I loaded them into Ingestigate, extracted entities from every document, and made them searchable for free.
You can find every document. But can you find the hidden network connecting them? Why relationship intelligence transforms investigations from document review to pattern discovery.
In investigations, the difference between 0.2ms and 2 seconds is not just about speed—it is about maintaining investigative flow, discovering connections, and solving cases faster.
Traditional access control puts IT departments in charge. We flipped the model. Here's why investigation owners should control their own data access—and how it transforms collaboration.