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Company profile

Welldoc Tech Stack

AI-driven cardiometabolic and diabetes digital health platform

Hospitals and Health Care Columbia, Maryland 51–200 employees Founded 2005 Privately Held
welldoc.com LinkedIn

Welldoc builds clinically validated AI for cardiometabolic and diabetes care, and its stack has shifted hard toward generative AI: GPT-4, Llama, LangGraph, CrewAI and AutoGen sit alongside vector stores like Pinecone, Weaviate and FAISS. Explainability tools (SHAP, LIME) plus job-post focus on red teaming, drift monitoring and AI regulatory compliance show a team hardening LLM agents for regulated clinical use. A new business development head and India GTM work signal geographic expansion.

Tech Stack 75 technologies

Core StackRAG OpenAI Weaviate Pinecone Python LangChain Cursor Jira Confluence Asana Trello Monday.com Azure DevOps SQL Server Apache Spark Databricks Pardot AWS GPT-4 Llama CrewAI LangGraph AutoGen FAISS Transformers Azure SHAP Lime Adobe Acrobat Salesforce Marketing Cloud+43 more

What Welldoc Is BuildingChallenges and projects from their job posts

◆Challenges

  • Regulatory compliance of AI in healthcare
  • Ensuring safe, reliable and responsible AI models
  • Integration with health systems
  • Client adoption challenges
  • Entering new markets and greenfield sales territories

▲Active Projects

  • Scalable RAG pipeline development
  • Autonomous agent workflow building
  • Healthcare IT product GTM strategy in India
  • AI red teaming
  • Model drift detection and monitoring
  • Golden set management for AI evaluation

Hiring Activity

Steady8 roles · 3 in 30d

Department

Engineering
2
Product
2
Support
2
Data
1
Sales
1

Seniority

Lead
2
Mid
2
Senior
2
Director
1
Manager
1

Notable leadership hires: Business Development Head

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About Welldoc

Welldoc is a privately held digital health company headquartered in Columbia, Maryland, founded in 2005, with 51–200 employees. It offers an AI platform that turns cardiometabolic data into personalized, predictive guidance for members, care teams and healthcare partners. Core areas include diabetes self-management, automated patient coaching, clinical decision support and behavioral science. The company runs on Azure and AWS with Databricks and Apache Spark for data work, and uses Salesforce Marketing Cloud and Pardot for marketing. It hires in the United States and India.

HeadquartersColumbia, Maryland
Company Size51–200 employees
Founded2005
Hiring MarketsUnited States, India

Frequently Asked Questions

What tech stack does Welldoc use?

Welldoc uses Python, GPT-4, Llama, LangChain, LangGraph, CrewAI and AutoGen, vector databases Pinecone, Weaviate and FAISS, plus Azure, AWS, Databricks, Apache Spark and SQL Server.

Where is Welldoc headquartered?

Welldoc is headquartered in Columbia, Maryland, United States, and also hires in India.

What is Welldoc working on?

Job posts point to scalable RAG pipelines, autonomous agent workflows, AI red teaming, drift detection, golden set management and a go-to-market strategy for its healthcare IT suite in India.

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How this profile is built

Welldoc'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.