Four utility patent applications and six provisionals, filed with the USPTO in 2026, cover the cognitive architecture — from the full cognitive loop down to its individual components, and outward to the systems built on top of it.
Structured semantic memory for AI systems, and the automatic delivery of relevant knowledge to a model before it responds — the foundation of agents that remember.
How new knowledge is captured live as agents work, integrated into long-term memory, consolidated, and maintained over time — the complete cognitive cycle. Including how the system learns which knowledge proves useful in practice: a feedback loop that scores stored knowledge by its demonstrated contribution to responses.
Frameworks for the structured oversight of autonomous systems — developmental stages, chartered capabilities, earned autonomy, and accountability.
Systems governing how autonomous agents perceive, prioritize, and act over time in live environments.
Domain applications of the architecture — including comprehensive real estate transaction management, healthcare care coordination, title analysis, and conversational systems.
Applications pending before the USPTO. We describe the portfolio thematically by design; specifics are available under NDA in the context of licensing or acquisition discussions.
The portfolio wasn't drafted around hypotheticals. Each filing describes systems that were already running in production — which means the protected territory and the working platform are the same thing.
For partners and acquirers, that alignment is the point: the IP covers what the technology actually does.
We welcome conversations with AI platform companies and infrastructure buyers. Technical and legal depth follows under NDA.
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