A family firm, on purpose.

What we believe

Systems should know you, remember for you, and stay yours. That sentence is the whole firm. It is why we work on AI that runs on your terms, on memory that an institution can write and guard without retraining a model, and on security planned against the real clock rather than the comfortable one.

Where we come from

Kevin spent a career in research leadership at the intersection of AI, quantum computing, and cloud, most recently as Senior Technology Director of Research at JPMorgan Chase, and has filed 77 patents. His published work is on Google Scholar. Theresa has spent hers making products that ordinary people actually use, at consumer scale. Kaila is in the lab on the materials underneath the next machines.

Selected board and advisory work has included August Intelligence, August LightWorks, Login International, HOYOS, and Guardian Analytics.

How we are different

• Independent. We do not resell models, hardware, or anyone’s platform.
• A lab first. The advice is grounded in filings and papers we publish and defend in public, including a sixteen-filing program on hyperdimensional computing.
• Named and finite. Every engagement has an output you can hold and a date it ends.
• Small on purpose. The people on this page are the people who do the work.