Ambience Healthcare Tech Stack

AI platform for clinical documentation and revenue cycle automation

Hospitals and Health Care San Francisco, CA 201–500 employees Founded 2020 Privately Held

Ambience Healthcare operates an AI documentation platform embedded directly into major EHRs (Epic, Cerner, athenahealth) to automate clinical note generation and medical coding across outpatient, emergency, and inpatient settings. The stack (AWS, GCP, Kafka, PostgreSQL, Python, Rust, Go, OpenAI) supports real-time, workflow-aware inference at scale; active infrastructure and reliability projects signal scaling pressure as deployment footprint expands across health systems. Hiring is skewed heavily toward engineering (8 open roles, mostly senior/staff level), with concurrent sales and implementation effort—typical of a usage-expansion phase in healthcare.

Tech Stack 31 technologies

Core StackAWS Docker Kafka PostgreSQL Epic Systems OpenAI Python Kubernetes Okta HubSpot Slack TypeScript Rust Go Cursor Power BI Looker Tableau Intune Zoom GCP AWS SQS athenahealth Notion Codex Cerner Jamf

AdoptingOpenAI

What Ambience Healthcare Is Building

◆Challenges

Removing administrative burden
Scaling core infrastructure
Lack of centralized content library
Evaluating strategic partnerships
Protecting revenue integrity
Adopting new platform
Measurable outcomes
Performance cost efficiency
Reliability improvements
Scaling platform reliability

▲Active Projects

Core infrastructure for ai platform
Platform observability and reliability
Ai-driven product features
Sales content library development
Implementation workflow redesign
Sales training and onboarding program
Ambience implementation across health systems
Workflow discovery and technical integration
Pilot frameworks and playbooks
Ml model training infrastructure

Hiring Activity

Accelerating25 roles · 10 in 30d

Department

Engineering

Sales

Executive

Ops

Data

Marketing

Product

Seniority

Senior

Staff

Lead

C-Level

Junior

Mid

Notable leadership hires: Chief of Staff

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About Ambience Healthcare

Ambience Healthcare builds an AI-driven documentation and coding platform for health systems. The product integrates natively with Epic, Cerner, athenahealth, and other leading EHRs, automating clinical documentation capture and medical coding at the point of care across more than 100 specialties. The company serves mid-to-large health systems across North America. Founded in 2020 and headquartered in San Francisco, Ambience operates with 201–500 employees across engineering, sales, operations, and data functions. Active development focuses on core infrastructure scaling, platform observability, and expanding implementation workflows to accelerate adoption across new health system deployments.

HeadquartersSan Francisco, CA

Company Size201–500 employees

Founded2020

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Ambience Healthcare use?

AWS, GCP, Kafka, PostgreSQL, Python, TypeScript, Rust, Go, OpenAI, Kubernetes, Docker, and integrations with Epic, Cerner, athenahealth. Currently adopting OpenAI across the platform.

Where is Ambience Healthcare headquartered?

San Francisco, CA. Founded in 2020, the company currently operates with 201–500 employees and is hiring exclusively in the United States.

How this profile is built

Ambience Healthcare's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.