Lirio Tech Stack

Behavioral AI platform for hyper-personalized health interventions

Technology, Information and Internet Knoxville, Tennessee 51–200 employees Founded 2017 Privately Held

Lirio builds a behavioral science and agentic AI platform designed to drive health outcomes through personalized digital interventions. The tech stack—AWS, Azure, Kafka, Kubernetes, Java, TypeScript—is cloud-native and event-driven, built for regulated healthcare. The project backlog reveals an engineering organization intensely focused on reliability and compliance: CI/CD quality gates, test strategy automation, SLOs with error budgets, and audit-ready release processes dominate the roadmap, alongside emerging work on LLM-based autonomous agents and integration boundaries for customer ecosystems.

Tech Stack 17 technologies

Core StackAWS Kubernetes Kafka Java TypeScript Terraform CloudFormation Power Platform Dynamics 365 GitHub Copilot Azure Groovy SQL OCI Dataverse

What Lirio Is Building

◆Challenges

Improving system reliability
Ensuring high availability
Ensuring audit-ready releases
Quality strategy across cloud-native platform
Reliable releases for regulated healthcare
Quality gates in ci/cd
Secure, scalable cloud-native solutions
Defining integration boundaries between lirio and customer ecosystems
Reducing customer-by-customer variability
Bridging mlops and ai orchestration

▲Active Projects

Automated test coverage evolution
Quality gates in ci/cd
Automation monitoring incident response
Ci/cd pipeline optimization
Service-level objectives error budget
Test strategy for apis and services
Test strategy across apis, services, event-driven workflows, ui surfaces
Building prototypes or reference integrations
Defining integration boundaries between lirio and customer ecosystems
Design infrastructure for llm-based autonomous agents

Hiring Activity

Accelerating7 roles · 6 in 30d

Department

Engineering

Seniority

Senior

Lead

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About Lirio

Lirio operates a behavioral AI platform for digital health, targeting healthcare organizations and consumers. Founded in 2017 and based in Knoxville, Tennessee, the company uses proprietary "Precision Nudging" interventions—behavioral science techniques delivered through personalized digital experiences—to move people toward healthier actions. The platform is HITRUST CSF certified, SOC 2 Type II compliant, and NIST certified, reflecting the compliance posture required in regulated healthcare. Core technical surface spans cloud infrastructure (AWS, Azure, OCI), event streaming (Kafka), containerization (Kubernetes), and multi-language development (Java, TypeScript, Groovy). Lirio currently employs 51–200 people, with active hiring concentrated in engineering roles across the United States.

HeadquartersKnoxville, Tennessee

Company Size51–200 employees

Founded2017

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Lirio use?

Lirio runs on AWS, Azure, and OCI, with Kafka for event streaming and Kubernetes for orchestration. Development spans Java, TypeScript, and Groovy. The platform also integrates Microsoft's Power Platform and Dynamics 365 ecosystem via Dataverse.

What is Lirio working on?

Engineering priorities center on reliability and compliance for regulated healthcare: CI/CD quality gates, automated test strategies, SLOs with error budgets, and audit-ready release processes. Active work also includes LLM-based autonomous agent design and customer ecosystem integration boundaries.