# Adentris Uses AI for Revenue Integrity in Healthcare

Y Combinator-backed Adentris prevents revenue losses in healthcare with AI.

- **Source:** [Hacker News: Front Page](https://brifing.si/source/b07aa772-b1a0-4a76-aa18-719c6f9e2dde)
- **Published:** 2026-08-27
- **Topic:** [Data & AI](https://brifing.si/c/data-ai)
- **Original article:** <https://www.ycombinator.com/companies/adentris/jobs/ZpMXZ0C-founding-engineer-ai-rcm-healthcare-platform-typescript-python>
- **On Brifing:** https://brifing.si/s/41ba594b-6158-4057-ab0f-37393982f65e

## Adentris's Mission

Adentris develops AI-based compliance and revenue integrity infrastructure for healthcare providers. Their systems read real patient records, identify clinical and regulatory risks, and present this information to those who can take action. This helps prevent denied claims, a significant issue in healthcare.

## Technological Approach

Adentris has a different architecture than most healthcare AI companies. All model inferences run in a HIPAA-compliant Azure environment, and patient data never touches external LLM APIs. This data-sovereign architecture is a key reason enterprise customers choose Adentris.

## Founding Team

Adentris is led by three experienced founders. Dmitry Karpov (CEO) has a successful background in B2B enterprise products and go-to-market strategies. Sergey Yudovskiy (CPO) managed ElectroNeek as CEO, achieving $5M ARR across 30+ countries. Alex Odin (CTO) led AI at ManyChat, developing products used by over 25 million people.

## Technical Direction of the Platform

The technical leader at Adentris decides how clinical data is modeled, how AI pipelines are evaluated, and what the platform will look like in the future. This role focuses on solving ambiguous problems rather than working within a defined scope.

## Customer Interaction

The technical leader participates in customer calls with Directors of Compliance and quickly addresses undocumented problems. They make tough decisions on architecture and whether model outputs are safe to show clinicians.

## Technology Stack

Adentris's technology stack includes TypeScript, Node.js, React, Next.js, Python, SQL/NoSQL, Azure-hosted LLM inference, Docker, and Kubernetes. These tools ensure the platform operates quickly and reliably.

## The Problem in Healthcare

Healthcare providers in the US lose billions annually due to denied claims, mostly stemming from documentation and coding errors. Adentris aims to reduce these losses by catching errors before they lead to denials.

## Adentris's Modules

Adentris offers five modules that read EHR and payer interfaces directly: documentation, coding QA, prior authorization, appeals and denials, and discharge summaries. They also provide billing services for providers without their own CDI or billing teams.

## Sources covering this story

- https://www.ycombinator.com/companies/adentris/jobs/ZpMXZ0C-founding-engineer-ai-rcm-healthcare-platform-typescript-python — 

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_Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._
