Most AI projects fail in evaluation, not in modelling. We build the retrieval layer, the guardrails and the offline eval harness first, so you can prove the system works before it touches a customer.
Vertex Health
A retrieval-grounded assistant that drafts clinical notes from consultation transcripts, with clinician review built into every step.
View projectFairline Insurance
Document extraction and triage that routes 71% of claims without a human, while escalating the ambiguous ones early.
View projectTell us the problem rather than the solution. Thirty minutes with an engineer who has done this before.
hello@cymbiote.com