echoloc
Get started
echoloc/ Companies/ DrFirst, Inc.
Company profile

DrFirst, Inc. Tech Stack

E-prescribing and medication management software with AI-driven data tools

Hospitals and Health Care Arlington, Virginia 201–500 employees Founded 2000 Privately Held
drfirst.com LinkedIn

DrFirst builds e-prescribing and medication-data software for providers, running on an AWS-centric stack (Aurora, EKS, DynamoDB, Bedrock) with Kubernetes, ArgoCD and GitLab CI/CD. Voice and AI components like Whisper, Deepgram and WebRTC, plus pain points around unstable bots and inaccurate AI responses, show conversational AI is in production but still maturing. Active work on direct payer and prior authorization integrations signals a push deeper into the payer side of prescribing.

Tech Stack 56 technologies

Core StackZendesk PostgreSQL AWS Grafana CloudWatch Python FastAPI Next.js React Okta Kubernetes DynamoDB ArgoCD Helm Playwright GitLab CI/CD Zscaler PL/SQL gRPC Kafka Go AWS Aurora AppDynamics AWS Bedrock AWS EKS AWS Secrets Manager Leapsome WebRTC Whisper Deepgram+24 more
AdoptingOAuth 2.0 OIDC

What DrFirst, Inc. Is BuildingChallenges and projects from their job posts

◆Challenges

  • Unstable AI bot performance and inaccurate responses
  • Maintaining HIPAA compliance
  • Scaling payer integrations
  • Database performance bottlenecks
  • Disaster recovery readiness
  • High escalation rates

▲Active Projects

  • E-prescribing platform development
  • Direct integrations with major health insurers
  • Prior authorization workflow integration
  • AI bot stability and performance improvements
  • PostgreSQL optimization and migration to AWS Aurora
  • AI insights and text-to-SQL in BI product

Hiring Activity

Decelerating15 roles · 2 in 30d

Department

Engineering
4
Support
4
Sales
3
Data
2
Marketing
2
Ops
1
Product
1

Seniority

Senior
10
Mid
3
Director
2
Junior
1
Principal
1
Companies like DrFirst, Inc.

300+ Hospitals and Health Care companies running PostgreSQL and AWS

See the full list

About DrFirst, Inc.

DrFirst, Inc. is a privately held healthcare technology company founded in 2000 and headquartered in Arlington, Virginia. It focuses on medication management, covering e-prescribing, medication history, patient adherence and AI-based aggregation of clinical data. Its customers are healthcare providers and hospital information system environments, including MEDITECH settings. The company employs 201–500 people and hires in the United States across engineering, support, sales, data, marketing and product roles.

HeadquartersArlington, Virginia
Company Size201–500 employees
Founded2000
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does DrFirst use?

DrFirst runs on AWS (Aurora, EKS, DynamoDB, Bedrock, CloudWatch) with PostgreSQL, Python, FastAPI, Go, React, Next.js, Kafka and gRPC, deployed via Kubernetes, Helm, ArgoCD and GitLab CI/CD.

What is DrFirst working on?

Current initiatives include stabilizing AI bots, migrating databases to AWS Aurora, e-prescribing platform development, direct payer integrations, prior authorization workflows and AI features in its BI product.

Where is DrFirst headquartered?

DrFirst is headquartered in Arlington, Virginia, United States, and is a privately held company with 201–500 employees, founded in 2000.

Similar Companies in Hospitals and Health Care

Other companies in the same industry, closest in size

D
DeepHealth
Hospitals and Health Care
T
Twin Health
Hospitals and Health Care
W
Wheel
Hospitals and Health Care
P
Parachute Health
Hospitals and Health Care

How this profile is built

DrFirst, Inc.'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.