Two decades of documentation, turned into AI.
NuScript Systems was founded on 25 years in clinical documentation and revenue cycle management. That operating experience is why our AI is built for the messy reality of clinical work — and why it runs in production, not in a demo.
Knowledge turned into systems.
Clinical Documentation
Operating the workflows, specialists, and quality controls behind the clinical record.
Revenue Cycle
Following documentation into coding, claims, payer rules, and reimbursement operations.
Production AI
Encoding that operating knowledge into Dictra and Zera — systems built for real healthcare work.
HIPAA-architected with a BAA on every engagement
SOC 2 Type I certified (Type II in progress) — security, availability, confidentiality
Encrypted in transit and at rest across every layer
Tenant-isolated with role-based access controls
Secure US cloud infrastructure, vetted subprocessors
Audit trails logged and timestamped across workflows
Production-grade AI, built for healthcare from the ground up.
Built for Clinical Reality
HIPAA architecture, SOC 2, a BAA on every engagement, encryption, and tenant isolation as the baseline — not an afterthought.
AI That Does the Work
Dictra drafts a near-final note; Zera assembles a coded, payer-ready claim. Doing the work — not just assisting — turns headcount into software.
Accuracy Stays Accountable
Editors finalize at the depth you set, claims are validated before submission. AI carries the load; people keep the last word on quality.
Hardened in Production
Built for the real world, not the demo. Systems run on live clinical work across specialties and accents, sharpening from real corrections.
Founder-led, operator-built.
NuScript Systems is led by operators who have spent careers inside the work its software replaces — people who know exactly where a note or a claim breaks, because they have fixed those breaks by hand thousands of times.
Arvind Manohar
Twenty-five years across healthcare documentation and revenue cycle, and the technical founder behind both Dictra and Zera. He has built the platforms hands-on — and run the operations they are designed to transform.
Investors, partners, and prospective customers — we'd welcome the conversation.
Reach the team at [email protected], or send a note through our contact page.