We build systems that encode what you know, compound it autonomously, and run at zero cost on infrastructure you own. The intelligence lives in the math.
Years of pattern recognition. Intuition from thousands of reps. Judgment calls that work but you can't explain why.
This is the most valuable thing you have. And right now, it exists nowhere but inside your head.
It can't be written into rules. It can't be prompted out of a chatbot. It can't be captured in a spreadsheet. But it can be encoded.
Every system we build runs the same architecture:
Pure math. No API calls per cycle. Runs on a $5 server. The system doesn't call an AI — it is one.
Market systems that learn from every trade. Microstructure edge detection through order flow. Cognitive memory that compounds pattern recognition across thousands of positions. The system you'd build if you could encode 10,000 hours of screen time into vectors.
live and learningSelf-hosted platforms that capture institutional knowledge as it happens. Not documentation. Not wikis. Living memory that strengthens what matters and lets noise decay. 28 deployments running on bare metal.
28 vessels deployedYou have domain expertise and a problem that existing tools can't touch. We design and wire the full cognitive loop for your domain — encoding scheme, substrate parameters, habit formation, the complete architecture from signal to action.
custom engagementHolographic Reduced Representations. Circular convolution binds, circular correlation recalls. Substrate runs every 150 seconds — Hebbian strengthening, resonance amplification, spectral consolidation. No GPUs. No cloud. NumPy on metal.
Most AI consulting wraps an API and calls it intelligence. When the API reprices, your system breaks. When the provider goes down, you go dark. When they deprecate, you rebuild from zero.
Everything we build, you own completely. The intelligence lives in the math, not in someone else's inference endpoint. It runs on your hardware, learns from your data, and costs nothing per operation after deployment.
This is cognitive infrastructure. Not a subscription to someone else's mind.
If you have expertise too valuable to leave unencoded, or a system that should be learning but isn't.
Make Contact a Prometheus7 practice