AI that runs.
Not just pilots.
Quantryx engineers, deploys, and operates production AI and MLOps infrastructure for enterprises that can't afford to fail. From assessment to managed operations — we make AI real.
Your AI is stuck
in pilot purgatory.
Four ways we
make AI real.
From understanding your readiness to running your models in production — Quantryx covers the full lifecycle of enterprise AI operationalization.
AI Readiness Assessment
A structured evaluation of your data infrastructure, team capabilities, and organizational readiness. We map your path from current state to production AI — with zero ambiguity.
MLOps Engineering
End-to-end MLOps pipeline design and implementation. CI/CD for models, feature stores, monitoring, drift detection, and automated retraining — built to enterprise standards.
AI Infrastructure Design & Build
Purpose-built on-prem and hybrid AI infrastructure. GPU cluster architecture, data center design, Kubernetes-based serving platforms, and secure enterprise AI environments.
Managed AI Operations
24/7 monitoring, incident response, model performance management, and continuous optimization of your production AI environment. Your AI runs — we make sure it keeps running.
Built for industries
where AI must work.
We focus on high-stakes verticals where AI failure has real consequences — and where production-grade MLOps creates measurable competitive advantage.
AI-Native Tech
SaaS companies scaling AI features to production. ML platform modernization and LLM operationalization.
Priority A+Healthcare Systems
Regional health networks deploying clinical AI at scale. HIPAA-compliant MLOps and secure AI infrastructure.
Priority AFinancial Services
Mid-size banks and credit unions operationalizing risk, fraud, and decisioning models with full auditability.
Priority AInsurance
Underwriting and claims AI in production. Model governance, explainability, and regulatory compliance built in.
Priority A–Life Sciences
Drug discovery pipelines, clinical trial optimization, and pharma AI infrastructure for validated environments.
Priority B+Energy & Utilities
Predictive maintenance, grid optimization, and operational AI for utilities demanding five-nines reliability.
Priority BWe've been in the
engine room.
Quantryx was built by practitioners — not consultants. With deep enterprise IT experience and engineers embedded at Google and Meta, we understand what it takes to run AI at scale in the real world.
We operate as a specialized DBA of Raindrops Technology Corporation, a California-based IT services firm with 100+ engineers serving Fortune 500 clients in healthcare, financial services, and manufacturing. Quantryx is our focused answer to the enterprise AI operationalization gap.
Your AI deserves
to run in production.
Start with an AI Readiness Assessment. In 30 days, you'll know exactly what it takes to get your AI from pilot to production — and have a partner to take you there.