Senior QA consulting for healthcare AI platforms, insurance technology, and regulated software — backed by 10+ years of hands-on experience in some of the most complex, high-stakes environments in US healthcare.
From AI product validation to full QA strategy, we bring senior-level expertise and deep healthcare domain knowledge to every engagement.
Validate AI model outputs against business logic, payer-specific decision rules, and regulatory requirements. Deep experience with healthcare AI platforms where clinical accuracy is non-negotiable.
End-to-end test planning, exploratory testing, regression strategy, and defect advocacy for complex multi-client healthcare and SaaS platforms. Clear documentation and traceable coverage.
Build or extend automation frameworks using Java, TestNG, and Selenium. From scratch framework development to CI/CD integration. AI-assisted development for faster delivery.
REST, GraphQL, and SOAP API testing across regulated healthcare environments. Multi-tenant configurations, OAuth 2.0, and end-to-end data integrity validation.
Specialized expertise in insurance analytics, claims adjudication, credentialing, provider network management, EDI/X12 transactions, and federal health exchange compliance.
Custom software development and digitalization solutions for enterprise clients — delivered by an experienced engineering team. Scalable, cost-effective technology for growing businesses.
Our consulting practice is grounded in years of hands-on QA work across the most regulated sectors of US healthcare technology.
Served as the primary QA engineer responsible for validating an FDA-cleared dental AI platform's insurance product — a system that analyzes dental X-rays using computer vision and machine learning to support claims adjudication decisions for major US insurance carriers.
Core work involved verifying that AI model outputs — caries detection percentages, radiographic bone level measurements, and calculus identification — were correctly processed and applied against each payer's specific medical necessity logic trees to produce accurate accept, pend, or deny adjudication outcomes. Also performed rigorous DB and UI cross-validation to ensure data integrity between the AI processing layer and reviewer-facing interfaces.
QA support for the Federal Exchanges Marketplace — one of the largest healthcare technology programs in the US. Covered the Data Services Hub, Electronic Data Interchange (EDI), Eligibility & Enrollment, Enhanced Direct Enrollment, and Special Enrollment Services.
Delivered QA engineering for a healthcare SaaS platform (GCP, MongoDB, REST API) and the Mass COVID Vaccination Application by LabCorp — validating data accuracy, functional flows, and defect triage across Dev, UAT, and Production environments.
Years of QA in regulated US healthcare — from federal exchanges to AI-powered dental insurance platforms
We are a US-based technology consulting firm bringing senior QA expertise and engineering capability to healthcare, insurtech, and regulated SaaS companies.
Orbits was founded on a simple belief: that quality engineering in complex, regulated industries requires genuine domain expertise — not just test scripts. When you're validating AI models that inform clinical decisions, or testing federal health exchange infrastructure, generic QA simply isn't enough.
Our lead consultant brings over a decade of healthcare technology QA experience spanning AI-powered dental insurance platforms, federal CMS Marketplace programs, COVID response applications, and enterprise SaaS products. We combine rigorous manual test strategy with modern automation and AI-assisted tooling to deliver thorough, traceable coverage efficiently.
Backed by an experienced software engineering team, Orbits can scale from individual QA consulting engagements to full development projects — giving clients a single trusted partner for quality and technology.
Work With UsWe start by understanding your product, tech stack, domain, and quality gaps — no generic approaches, ever.
Define test scope, coverage priorities, automation opportunities, and a risk-based testing approach tailored to your needs.
Deliver structured, traceable test coverage with clear documentation, actionable defect reports, and sprint collaboration.
Build reusable automation, CI/CD integration, and quality processes that grow with your team over time.
Whether you need a QA consultant for a sprint, a long-term quality partner, or a full engineering team — we'd love to hear about your project.