AI-Forward Research Lab
We build the systems that intelligence runs on. Seasoned enterprise software development and longstanding machine learning expertise, applied to hard problems in data, signal, and human-AI cooperation.
What we do
Three modes of work. Each informs the others.
Research
We publish research that quantifies signal in complex systems — financial conditions, institutional behavior, AI capability thresholds. Methodology-first. Results reproducible.
Engineering
The Kevin platform underlies every product we ship — a distributed AI engine built for institutional-grade reliability. Firmware to cloud. Edge to inference.
Cooperation
We work with domain experts who bring the knowledge we don't have — clinical, financial, legal. The technology is ours. The domain is theirs. Both matter.
Products
Two products at launch. Both grounded in systematic methodology.
Research Product
A daily systematic index of global investment conditions across 40+ countries. Composite of macro, sentiment, and flow signals. Free tier available. First published at Telekurs in the 1990s. Revived under iiiai with a modern data layer.
View MetaIndex →Lonow × iiiai Cooperation
A clinical notes platform for private-practice therapists. AI-assisted session documentation with clinician oversight. Built in cooperation with Dr. Deborah Lonow, clinical principal.
View Noted →Team
Seasoned enterprise software development. Longstanding machine learning expertise.
The iiiai team has built systems at institutional scale — financial data infrastructure, distributed IoT platforms, clinical AI applications. We don't move fast and break things. We design thoughtfully, execute reliably, and test completely.
The Kevin engine is our substrate: a distributed AI platform spanning edge firmware, transport, inference, and coordination. Every product we ship runs on it.
Contact
Institutional inquiries, research partnerships, and cooperation proposals welcome.