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ToolNym/10 trustMetrics-checked
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Nym

Autonomous medical coding with zero human touch.

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About

Nym (nym.health) builds an autonomous medical coding engine powered by its Clinical Language Understanding technology, which reads patient charts and assigns medical codes in seconds with a full audit trail per decision. It covers six specialties across inpatient and outpatient settings.

The company processes millions of encounters annually for 400+ healthcare facilities, claims over 95% coding accuracy, and was named to TIME's World's Top HealthTech Companies in 2025 and 2026. Coverage is limited to its six supported specialties, and it is an enterprise product.

What it can do

  • Autonomous ICD/CPT code assignment
  • Clinical Language Understanding engine
  • Full audit trail per coding decision
  • Inpatient and outpatient support
  • Revenue cycle analytics

Setup

  1. Contact Nym for a coding workflow assessment.
  2. Connect chart data feeds from your EHR.
  3. Map supported specialties to your service lines.
  4. Run parallel with human coders for validation.
  5. Switch eligible encounters to autonomous coding.

Prerequisites

Enterprise agreement; encounters within supported specialties.

Use cases

automationdata

Works with

Any agent (.md)

Trust score — 8/10

/10 trustMetrics-checked

Scored 8/10 (metrics tier, metrics-v1). Evidence: 400+ healthcare facilities; millions of encounters annually (company-reported); 95%+ coding accuracy claimed; TIME World's Top HealthTech 2025 and 2026; six specialties only — limited coverage vs. full RCM suites. Manual review: strong autonomous-coding evidence; docked for specialty scope limits. License: Proprietary SaaS; enterprise pricing..

How the trust score is built

Full methodology →
Adoption · stars/downloads, log-scaled vs peers
8.0/10
Maintenance · recency, releases, issue load
8.0/10
Openness · license + docs
5.0/10
Manual review · sanity read + red-flag check
7.0/10
  • · 400+ healthcare facilities; millions of encounters annually (company-reported)
  • · 95%+ coding accuracy claimed; TIME World's Top HealthTech 2025 and 2026
  • · six specialties only — limited coverage vs. full RCM suites
  • · manual review: strong autonomous-coding evidence; docked for specialty scope limits

Sources

Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.