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Company profile

Ambience Healthcare Tech Stack

AI documentation and coding platform integrated with major EHRs

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

Ambience Healthcare builds AI for clinical documentation, medical coding and care workflows, wired into Epic, Cerner and athenahealth. Its stack pairs OpenAI with Rust, Go, Python and Kafka across AWS and GCP, and engineering posts center on EHR API rate limiting, multi-tenant isolation and latency, showing real-time clinical scale pressure. Hiring is accelerating and senior-heavy, with a Product Lead and Chief of Staff search.

Tech Stack 36 technologies

Core StackAWS PostgreSQL Docker OpenAI Kafka Epic Systems TypeScript Rust Go Python Cursor Intercom PagerDuty Dagster dbt HubSpot Power BI Looker Tableau Slack Okta Intune GCP AWS SQS Athenahealth Codex Notion Epic Cerner Jamf+2 more

What Ambience Healthcare Is BuildingChallenges and projects from their job posts

◆Challenges

Latency and bottlenecks affecting patient care
Scaling database performance and platform reliability
Multi-tenant isolation tradeoffs
Managing complex health system accounts
Clinician drop-off
Reducing technical debt

▲Active Projects

Trustworthy AI evaluation systems
Population-level clinical reasoning layer
Rate limiting for EHR API
Chart chat quality improvement
Caching and latency optimization
Partnership development with health systems

Hiring Activity

Accelerating20 roles · 4 in 30d

Department

Engineering

Sales

Finance

Ops

Product

Data

Research

Seniority

Senior

Staff

Lead

Manager

C-Level

Notable leadership hires: Chief of Staff, Product Lead

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About Ambience Healthcare

Ambience Healthcare, founded in 2020 and headquartered in San Francisco, develops an AI platform that generates coding-aware clinical documentation and supports clinical workflows. It sells to health systems, with the platform used in outpatient, emergency and inpatient care across many specialties. The product integrates with major EHRs including Epic, Oracle Cerner and athenahealth. The privately held company employs 201–500 people and hires in the United States across engineering, sales, finance, operations, product and data.

HeadquartersSan Francisco, CA

Company Size201–500 employees

Founded2020

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Ambience Healthcare use?

Ambience runs on AWS and GCP with PostgreSQL, Kafka, AWS SQS and Docker, builds in TypeScript, Rust, Go and Python, uses OpenAI, and runs data work on Dagster, dbt, Looker, Tableau and Power BI.

Which EHRs does Ambience Healthcare integrate with?

Ambience integrates with Epic, Oracle Cerner and athenahealth, and its engineering teams are building rate limiting for EHR API traffic.

Is Ambience Healthcare hiring engineers?

Yes. Engineering is its largest hiring area, skewed toward senior and staff roles, with hiring velocity accelerating across US-based teams in sales, finance, product and data too.

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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.