We build production-grade AI engines for global healthcare operations — starting with clinical documentation. Proven at scale, not in a lab.
We pick operational problems where AI, with human oversight, changes the economics — then ship production software for them.
AI clinical documentation for medical transcription operations. Audryl is completely capture-agnostic — converting everything from structured dictation to ambient conversation into EHR-ready drafts. Editors review automated notes instead of typing from scratch, instantly doubling output without adding headcount. In production today.
Visit audryl.com →The same thesis applies across healthcare's highest-volume enterprise work. Audryl is the first production system; more follow as each is proven on real clinical workloads.
Our approach →The highest-volume, highest-stakes work in healthcare — documentation, coding, records, inventory, back-office — has always been done by hand. Language and reasoning models changed that. The teams that win won't have the best demo; they'll put production systems in front of real clinical workloads, with humans in the loop. That's the company we're building.
Our flagship product, Audryl, in live operation across US healthcare documentation:
AI isn't a feature bolted onto old software. Our products are designed around what models can do — and re-architected as they get better.
Twenty-five years inside US healthcare documentation. We've done the work our software takes on, so we know where it actually breaks.
Every product is hardened in a live, high-volume environment before we call it done. Production is the test, not the launch.
A focused team of healthcare operators and systems engineers building from Coimbatore, India, for the global enterprise market — capital-efficient by design, global-first by intent.
About NuScript & open roles →We're a small team taking on large problems. If that's your kind of work, let's talk.