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ConcertAI Tech Stack

AI-powered real-world data platform for clinical research and life sciences

Biotechnology Research Cambridge, Massachusetts 1,001–5,000 employees Founded 2018 Privately Held

ConcertAI operates a healthcare AI data platform built on AWS infrastructure (EKS, Fargate, Redshift, RDS) with Python and RAG/LangChain capabilities, positioning it for agentic AI workloads at clinical scale. The tech stack reveal—heavy Kubernetes orchestration, LangGraph adoption, and RAG—combined with active projects around a next-generation clinical agentic platform and clinical conversations tooling, indicates a shift toward autonomous AI agents for healthcare workflows. Engineering and sales hiring are balanced and accelerating, matching effort to build both product depth and customer adoption.

Tech Stack 25 technologies

Core StackAWS Redshift AWS RDS Elasticsearch AWS Lambda Python Terraform Ansible Kubernetes Docker RAG LangChain GitHub AWS EKS AWS ECS AWS Fargate AWS Secrets Manager AWS ECR SQL LangGraph Posit Connect R Windows Microsoft 365 Tenable

What ConcertAI Is Building

◆Challenges

Streamline clinical research
Platform availability and performance
Complex data integration
Processing large volumes of real-world healthcare data
Optimizing clinical trial design
Maintaining data quality and completeness
Ensuring usability of data products
Security and monitoring of production environments
Improve patient outcomes
Resource usage optimization

▲Active Projects

Enterprise cloud solution for dev/staging/prod
Breast cancer initiatives
Build infrastructure standards
Next-generation clinical ai agentic platform
Clinical conversations platform
Clinical real world evidence studies
Epidemiological research projects
Research next generation tools
Enhance adaptive budget and forecast models
Improve budget models and dashboards

Hiring Activity

Accelerating20 roles · 10 in 30d

Department

Engineering

5

Sales

5

Data

2

Product

2

Finance

1

Healthcare

1

Legal

1

Marketing

1

Seniority

Senior

9

Junior

3

Mid

3

VP

2

Lead

1

Notable leadership hires: Product Lead

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About ConcertAI

ConcertAI delivers predictive and generative AI solutions for healthcare and life sciences organizations, serving 2,000+ healthcare providers and 46+ biomedical companies. The platform integrates real-world clinical data with AI-driven insights across oncology (CancerLinQ), radiology (TeraRecon), and broader precision medicine use cases. Active development spans clinical trial design, epidemiological research, real-world evidence generation, and infrastructure modernization. The company operates at 1,001–5,000 employee scale from Cambridge, Massachusetts, with distributed hiring across the United States, UK, and India.

HeadquartersCambridge, Massachusetts

Company Size1,001–5,000 employees

Founded2018

Hiring MarketsIndia, United Kingdom, United States

Frequently Asked Questions

What is ConcertAI's tech stack?

Core infrastructure: AWS (EKS, ECS, Fargate, Redshift, RDS, Lambda). Data/ML: Python, SQL, Elasticsearch, RAG, LangChain, LangGraph. DevOps: Kubernetes, Docker, Terraform, Ansible. Analytics: Posit Connect, R. Also uses GitHub, Microsoft 365, Tenable.

What countries does ConcertAI hire in?

United States, United Kingdom, and India. Hiring is distributed across these three countries with a mix of engineering, sales, data, product, and leadership roles.