Toboggan Labs Tech Stack

AI and healthcare technology consulting, focused on clinical workflows and regulated deployments

Software Development Montreal, Quebec 11–50 employees Founded 2020 Privately Held

Toboggan Labs is a 11–50 person consultancy in Montreal building AI and healthcare technology infrastructure for hospitals, health systems, payers, and life sciences companies. The stack — Python, TypeScript, dbt, Airflow, AWS, React, PostgreSQL, MLflow — reflects deep data and ML infrastructure work; heavy hiring of senior engineers and designers signals capacity scaling for concurrent client engagements. Active projects span FHIR integration, trustworthy AI deployment, autonomous agents, and identity management, while pain-point data highlights the core tension: deploying AI in highly regulated environments (HIPAA, controlled infrastructure) where most consulting shops lack embedded healthcare domain expertise.

Tech Stack 16 technologies

Core StackPython TypeScript dbt Apache Airflow Node.js AWS React PostgreSQL MLflow Terraform Okta Rippling SQL Okta Workflows SCIM Jamf

What Toboggan Labs Is Building

◆Challenges

Deploying trustworthy ai in regulated environments
Improving information retrieval pipelines
Optimizing value added for clients
Commercial development
Compliance with hipaa
Infrastructure security
Identity access management
Compliance with regulatory frameworks
Secure cloud infrastructure

▲Active Projects

Product development
Okta identity management
Fhir integration
Platform tooling
Autonomous agent development
Information retrieval system development
Trustworthy ai deployment
Intellectual property monetization
Aws secure infrastructure
Security automation workflows

Hiring Activity

Accelerating15 roles · 7 in 30d

Department

Engineering

Design

Data

Product

Security

Seniority

Senior

Director

Staff

Notable leadership hires: Product Development Lead

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About Toboggan Labs

Toboggan Labs advises healthcare enterprises on digital transformation across modernization, clinical tool development, and infrastructure buildout. Originally founded as the technology arm of venture capital studio AlleyCorp, the firm has worked with over 40 healthcare organizations. The team covers clinical data engineering, product design, cloud infrastructure, data science, and software development, addressing a specific market gap: most healthcare organizations struggle to find technologists who understand both modern engineering and healthcare workflows. The consultancy deploys experienced practitioners directly rather than building long-term client teams.

HeadquartersMontreal, Quebec

Company Size11–50 employees

Founded2020

Hiring MarketsCanada

Frequently Asked Questions

What tech stack does Toboggan Labs use?

Core stack: Python, SQL, TypeScript, Node.js, React, PostgreSQL. Infrastructure: AWS, Terraform. Data/ML: dbt, Apache Airflow, MLflow. Identity & access: Okta, Okta Workflows, SCIM, Rippling, Jamf.

What is Toboggan Labs working on?

Product development, FHIR integration, Okta identity management, autonomous agent development, information retrieval systems, trustworthy AI deployment, AWS secure infrastructure, and security automation workflows—all focused on regulated healthcare environments.