Ambience Healthcare Tech Stack

AI platform for clinical documentation and medical coding integrated into EHR workflows

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

Ambience Healthcare builds an AI platform embedded directly into Epic, Cerner, and athenahealth to automate clinical documentation and medical coding at the point of care. The stack reveals a dual-layer architecture: clinical operations (OpenAI, Python, PostgreSQL) paired with analytics and observability (Looker, Tableau, Power BI, Kafka). Active hiring in engineering and sales, combined with infrastructure projects (Kubernetes, Terraform/GitOps adoption, platform reliability work), signals post-product-market-fit scaling — they're investing heavily in multi-tenant isolation and cost efficiency as adoption spreads across health systems.

Tech Stack 28 technologies

Core StackEpic Systems AWS Docker Kafka PostgreSQL OpenAI Python HubSpot Power BI Looker Tableau Slack Okta Intune Zoom Kubernetes GCP AWS SQS Cerner SQL R Notion Jamf

AdoptingTerraform GitOps

What Ambience Healthcare Is Building

◆Challenges

Reducing administrative burden
Protecting revenue integrity
Multi-tenant isolation tradeoffs
Low clinician activation
Scaling core infrastructure
Performance cost efficiency
Reliability improvements
Inconsistent data insights
Lack of source of truth
Inconsistent reporting

▲Active Projects

Ai-driven product features
Executive briefings
Zero-touch provisioning
Core infrastructure for ai platform
Platform observability and reliability
Private dinners
Go-to-market strategy for new capabilities and specialty expansions
Translate live-site data and product pilot results into quantified proof points
Develop positioning and messaging for inpatient and ed documentation and revenue cycle solutions
Ambience implementation across health systems

Hiring Activity

Accelerating35 roles · 15 in 30d

Department

Engineering

Sales

Data

Marketing

Executive

Product

Research

Seniority

Senior

Staff

Lead

Mid

Director

C-Level

Manager

Notable leadership hires: Head of HR, Chief of Staff

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About Ambience Healthcare

Ambience Healthcare automates documentation, coding, and clinical workflows for hospital systems and health networks across North America. The platform integrates directly with major EHRs and operates across outpatient, emergency, and inpatient settings, supporting over 100 medical specialties. The company was founded in 2020 and is headquartered in San Francisco. Current operational priorities center on infrastructure reliability, reducing clinician activation friction, and expanding revenue cycle solutions into inpatient and emergency department workflows. The 201–500 person organization has a pronounced engineering-and-sales hiring focus, with active efforts to build out data, product, and research functions.

HeadquartersSan Francisco, CA

Company Size201–500 employees

Founded2020

Hiring MarketsUnited States

Frequently Asked Questions

What EHRs does Ambience Healthcare integrate with?

Ambience integrates directly with Epic, Oracle Cerner, athenahealth, and other major EHR platforms. The product delivers real-time, coding-aware documentation within those systems.

What is Ambience Healthcare's tech stack?

Core platform: Python, PostgreSQL, AWS, GCP, OpenAI, Kafka, Docker, Kubernetes. Analytics: Looker, Tableau, Power BI. Infrastructure: AWS SQS, Okta, Terraform (recently adopting). Enterprise: HubSpot, Slack, Notion.