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Abridge Tech Stack

Ambient AI for real-time clinical documentation and evidence mapping

Hospitals and Health Care San Francisco, California 201–500 employees Founded 2018 Privately Held

Abridge builds an AI platform that converts patient-clinician conversations into structured clinical notes in real-time, integrated directly into Epic and other major EMRs. The stack—PyTorch, TensorFlow, CUDA, RAG, Kafka, Snowflake—reflects a healthcare AI company executing at scale: heavy ML infrastructure paired with streaming and data warehousing for production LLM workloads. Active hiring across engineering, product, and clinical roles signals growth in a regulated market; the security, legal, and compliance projects underscore the operational overhead of healthcare AI deployment.

Tech Stack 58 technologies

Core StackReact Native Swift Kotlin TypeScript Kafka Kubernetes PyTorch TensorFlow Terraform AWS Epic Systems RAG Snowflake PostgreSQL Node.js Temporal Slack GitHub Rippling Kinesis NVIDIA Triton vLLM CUDA AWS EMR Jax SCIM GCP Google Workspace Notion SAML+28 more
AdoptingRAG SAML OIDC OAuth 2.0

What Abridge Is Building

Challenges

  • Scaling cloud infrastructure
  • Reducing cognitive burden in clinical documentation
  • Clinical documentation inefficiencies
  • Meeting federal security compliance
  • Administrative burden
  • Incident response and data breach management
  • Pilot conversion to enterprise partnerships
  • Monitoring satisfaction and adoption rates
  • Privacy compliance scaling
  • Hipaa compliance

Active Projects

  • Evaluation tools for nursing documentation quality assessment
  • Rehome applications onto new infrastructure
  • Security strategy roadmap
  • Cloud infrastructure scaling
  • Incident response and data breach management program
  • Ai-driven nursing documentation tools
  • Privacy compliance program scaling
  • Generative ai platform for nurses
  • Llm workflow productionization
  • Customer implementations

Hiring Activity

Steady120 roles · 45 in 30d

Department

Engineering
42
Product
23
Sales
11
Security
10
Ops
7
Legal
6
Design
5
Data
4

Seniority

Senior
65
Director
22
Mid
10
Manager
9
Lead
7
Staff
5
Intern
1

Notable leadership hires: Implementation Director, Strategic Partnerships Director, Clinical Success Director

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About Abridge

Abridge was founded in 2018 to automate clinical documentation using conversational AI. The platform uses purpose-built natural language processing to listen to doctor-patient conversations, generate structured clinical notes in real-time, and map AI outputs to source evidence—a capability the company emphasizes as differentiation in healthcare AI. They integrate with major EMR systems (Epic Systems is in the stack) and sell to health systems and large hospital networks. The company operates in the United States with 201–500 employees based in San Francisco, structured around engineering, product, sales, and clinical success functions. Core challenges include cloud infrastructure scaling, HIPAA compliance, and converting pilot programs into enterprise contracts.

HeadquartersSan Francisco, California
Company Size201–500 employees
Founded2018
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Abridge use?

Core ML stack: PyTorch, TensorFlow, CUDA, JAX. Infrastructure: Kubernetes, Kafka, AWS, GCP, Snowflake, PostgreSQL. RAG and LLM serving via NVIDIA Triton and vLLM. EMR integration: Epic Systems. DevOps: Terraform, GitHub.

What is Abridge working on?

LLM productionization for nursing documentation, cloud infrastructure scaling, security and privacy compliance programs, incident response frameworks, and customer implementations. Also building evaluation tools for nursing documentation quality.

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