TeamBuilder Tech Stack

Predictive scheduling platform for ambulatory healthcare operations

Software Development Newtown, CT 11–50 employees Founded 2021 Privately Held

TeamBuilder builds predictive scheduling software for ambulatory care clinics, grounded in optimization models (MILP), data science (Python, R), and deep EHR integrations (Epic, Cerner, FHIR/HL7). The tech stack and active projects reveal a company moving beyond static scheduling into forecasting—they're developing predictive models for operational metrics while simultaneously wrestling with EHR integration and data-pipeline reliability, two hallmarks of early-stage healthcare SaaS scaling.

Tech Stack 25 technologies

Core StackPython Looker Amplitude Epic Systems C# .NET Redis Azure DevOps R SQL Gurobi Excel PowerPoint PostHog FHIR HL7 v2 Cerner REST API SMART on FHIR Entity Framework SignalR Azure Git

What TeamBuilder Is Building

◆Challenges

Complex healthcare data
Scaling predictive models
Operational inefficiencies
Process inefficiencies
Streamlining workforce scheduling
Integration issues with ehr systems
Uninterrupted data flow
Complex implementation projects
Inefficiencies in ambulatory care workflows
Transitioning from legacy processes

▲Active Projects

Predictive forecasting models for operational metrics
Core optimization models (milp)
Research-grade analyses for product strategy
Integration with customer ehr systems
Rest api platform development
Automated testing frameworks
Complex saas implementations
Pmo playbook development
Client training via lms
Teambuilder pro onboarding

Hiring Activity

Accelerating9 roles · 4 in 30d

Department

Ops

Engineering

Data

Design

Product

Support

Seniority

Senior

Mid

Manager

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About TeamBuilder

TeamBuilder is a 11–50-person healthcare software company founded in 2021, headquartered in Newtown, CT. They provide a predictive staff scheduling platform designed specifically for ambulatory care settings—clinics, urgent care, and similar outpatient operations. The platform ingests clinic data (patient volume, provider capacity, historical schedules) and uses optimization and forecasting models to recommend staffing plans that balance workload, reduce inefficiency, and improve clinic operations. They integrate with major EHR systems (Epic, Cerner) via FHIR and HL7 standards and deliver insights through Looker dashboards. Sales and implementation are manual, hands-on processes typical of healthcare SaaS.

HeadquartersNewtown, CT

Company Size11–50 employees

Founded2021

Hiring MarketsUnited States

Frequently Asked Questions

What technology does TeamBuilder use to power scheduling?

Python and R for modeling, Gurobi for mixed-integer linear programming (MILP) optimization, SQL for data queries, and integrations with Epic, Cerner, and FHIR/HL7 standards to pull real-time clinic data from EHR systems.

What is TeamBuilder working on?

Core projects include predictive forecasting models for operational metrics, optimization models (MILP), EHR system integrations, REST API platform development, automated testing, and customer onboarding via learning management systems.