The thalamus filters and routes incoming signal to the right part of the brain for processing. We think clinical AI needs the same layer — something that sits between raw patient data and every agent trying to reason over it.
Each one needs a precise slice of a patient's history for its task — not the full longitudinal record. Handing an agent everything doesn't make it smarter. It makes it slower, more expensive, and more likely to hallucinate.
Wearables and patient check-ins with agents are only going to add to that volume. The teams building clinical agents shouldn't each have to solve context filtering on their own.
Turning each incoming report into a summary, then merging summaries into one master record, kept losing clinical quality — causing hallucination, added cost and added latency. It became clear every team building a clinical agent runs into the same wall. Thalamus is the infrastructure layer we built to solve it once, properly, instead of every team solving it badly on their own.
We're happy to look at your data and your agent's failure modes directly.