Fullscript Tech Stack

Digital dispensing platform integrating labs, supplements, and clinical tools for providers

Health and Human Services Ottawa, Ontario 501–1,000 employees Founded 2011 Privately Held

Fullscript operates a cloud-based dispensing and practice-management platform for integrative and functional medicine providers. The stack reveals heavy investment in web infrastructure (Rails, React, TypeScript, Node, Next.js) paired with emerging AI/ML capabilities (LangChain, LangGraph, Hugging Face, RAG, MCP), suggesting expansion beyond transactional dispensing into AI-assisted clinical workflows. Active hiring is concentrated in engineering (33 roles) and data (15 roles) — unusual depth for a healthcare e-commerce platform — indicating infrastructure scaling and data-driven optimization are driving priorities.

Tech Stack 44 technologies

Core StackRuby on Rails React TypeScript Django Flask Node.js Vue AWS AWS RDS AWS Lambda GraphQL Kubernetes Ruby React Native Google Ads Next.js JavaScript Angular Python LangChain Hugging Face RAG Model Context Protocol Apollo Expo Meta SQL LangGraph MCP Azure+13 more

What Fullscript Is Building

◆Challenges

Meeting sales and margin targets
Performance issues in checkout and payment systems
Reducing audit friction
Revenue-critical system reliability
Operational bottlenecks
Payment flow security
Causal inference in messy data
Improving patient engagement
Acquisition integration
Proactive vulnerability remediation

▲Active Projects

Performance monitoring tools
Payment processing integration with stripe
Site merchandising content creation
Core operational data models for dc performance tracking
Connections to financial systems and fulfillment platforms
Scalable transformation logic for hourly employee activity tracking
Ehs program implementation across warehouse locations
Patient engagement experimentation
Assortment optimization
Category strategy reviews

Hiring Activity

Accelerating120 roles · 70 in 30d

Department

Engineering

Data

Product

Security

Finance

Ops

Logistics

Sales

Seniority

Senior

Manager

Junior

Staff

Lead

Mid

Director

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About Fullscript

Fullscript provides a single platform that combines three core functions: clinical lab ordering, a curated supplement dispensary, and practice tools to drive patient adherence and outcomes. The company sells to functional medicine, naturopathic, and integrative health practitioners in the United States, Canada, and Argentina. Infrastructure spans AWS (RDS, Lambda), Kubernetes, and relational databases; the product is built on Rails and React, with mobile clients in React Native and Expo. Active projects reveal a business balancing direct commerce operations (payment processing, checkout performance, inventory/assortment optimization) with provider engagement (patient experimentation, site merchandising) and supply-chain complexity (distribution center performance tracking, warehouse EHS compliance, fulfillment platform integrations). The organization has scaled to 501–1,000 employees since 2011.

HeadquartersOttawa, Ontario

Company Size501–1,000 employees

Founded2011

Hiring MarketsUnited States, Argentina, Canada

Frequently Asked Questions

What tech stack does Fullscript use?

Backend: Ruby on Rails, Node.js, Python (Django, Flask). Frontend: React, TypeScript, Next.js, Vue, Angular. Mobile: React Native, Expo. Infrastructure: AWS (RDS, Lambda), Kubernetes. Data/AI: GraphQL, LangChain, LangGraph, Hugging Face, RAG. Payment: Stripe integration.

What is Fullscript working on?

Core projects span payment systems (Stripe integration, checkout performance), operational data (DC performance tracking, hourly employee activity), supply-chain integration (fulfillment platform connections, financial system links), and clinical engagement (patient experimentation, assortment optimization, category strategy).