OVERJET Tech Stack

FDA-cleared AI for dental diagnostics and insurance workflows

Software Development Boston, Massachusetts 51–200 employees Founded 2018 Privately Held

Overjet applies deep learning to dental imaging and claims processing, with FDA clearance for diagnostic decision support. The stack (Python, Go, C++, GCP/AWS/Azure, Kubernetes, BigQuery, PostgreSQL) and active projects (real-time inference pipelines, distributed radiograph processing, insurance AI platform) reveal a company scaling from point-solution diagnostics toward a broader insurance automation play. Leadership gaps (Director of Engineering, VP-level hiring) and sales-engine focus signal transition from founder-led to operationalized growth.

Tech Stack 25 technologies

Core StackZoom AWS Kubernetes Terraform ArgoCD Crossplane Python Go C++ Java BigQuery PostgreSQL MongoDB Looker Tableau Power BI Prometheus Salesforce Gong GCP Azure SQL Excel Google Sheets

What OVERJET Is Building

◆Challenges

Automating manual insurance workflows
Improving prospecting, sales velocity, and retention
Entering dental schools market
Adoption and revenue impact
Improving forecasting accuracy
Scaling sales engine
Monitoring production model performance
Improving product reliability
Building end-to-end ml pipelines
Replacing legacy processes

▲Active Projects

Scaling deal desk processes
Insurance ai platform
Dental claims review for insurers
Real-time inference pipeline
External-facing data products and embedded analytics
Machine learning model development pipelines
Real-time and batch inference pipelines
Scaling sales engine
Model-backed api reliability and observability
Distributed inference system for radiographs

Hiring Activity

Decelerating55 roles · 15 in 30d

Department

Engineering

Sales

Product

Marketing

Ops

Data

Support

Design

Seniority

Senior

Staff

Mid

Lead

Director

Junior

Notable leadership hires: Director of Engineering

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About OVERJET

Overjet builds FDA-cleared AI for dental organizations, founded in 2018 by researchers from MIT and Harvard. The core product detects oral pathologies in radiographs with high precision, enabling dentists to standardize diagnosis and patient education. The company is now expanding into dental insurance workflows—claims review, prospecting automation, and decision support for payers. Engineering-heavy (17 active headcount) with distributed teams across the US, UK, India, and Pakistan.

HeadquartersBoston, Massachusetts

Company Size51–200 employees

Founded2018

Hiring MarketsUnited States, United Kingdom, India, Pakistan

Frequently Asked Questions

What is Overjet's tech stack?

Python, Go, C++, Java on GCP, AWS, and Azure. Data layer: BigQuery, PostgreSQL, MongoDB. Inference: Kubernetes, Terraform, ArgoCD. Analytics: Looker, Tableau, Power BI. CRM and sales: Salesforce, Gong.

What is Overjet working on?

Real-time and batch inference pipelines for radiograph analysis, an insurance AI platform for dental claims review, external-facing data products, and ML model observability—all aimed at scaling sales and automating insurance workflows.