A local system that turns financial and AI sources into a searchable, reusable network. One source leads to its key concepts; each concept opens into related mechanisms, context, and my own judgment.
Financial work produces an endless stream of sources, terms, and opinions. The real problem is not scarcity; it is that concepts, underlying mechanisms, and personal judgment remain disconnected. I wanted a network that compounds in value—not another folder of things I once saved.
The goal is not to save a webpage somewhere else. A source is extracted, connected, and reviewed until it becomes a reusable knowledge asset.
The system compounds: every source adds another set of connections. Sources provide input, AI assists with structure, and I remain responsible for verification and judgment.
This is not a decorative diagram. Change the entry point, then open any node to see how a term connects to mechanisms, judgment, and a useful output.
The difference is not “saving more.” It is whether an old source can help produce an answer when a new question appears a month later.
One source → one concept → a set of mechanisms → a better judgment.
A knowledge system is valuable when it makes the next decision faster and more grounded—not when it merely stores more.