I started Echology because I watched the same pattern repeat everywhere. Teams get access to powerful AI models and then throw raw, unstructured documents at them — because nobody showed them there's a structural step before reasoning begins.
That gap — between raw content and structured intelligence — is where I work. I build the architecture that connects documents to understanding: classification, decomposition, verification, and audit.
Everything I build runs locally. No cloud dependencies. No data leaving the building. For the industries I serve — architecture, engineering, construction — that's not a preference, it's a requirement.
What I think about
I pull from everywhere. Quantum physics and string theory for how fields propagate. Christian faith for why things exist in the first place. Greek and ancient civilizations for what patterns endure across millennia. Space weather, disaster cycles, and astrology for how systems move at scales we barely track. Simulation theory for what the whole thing might actually be.
None of these are separate to me. They're different frequencies of the same signal. The work is learning where to listen.