Powering AI-Driven Medical Innovation
Matrix Connect's platform accelerates the deployment of AI-powered medical devices, providing a scalable, compliant, and seamless infrastructure for physical devices and Software as a Medical Device (SaMD).
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The challenge
Getting AI-powered medical devices to market is slow, complex, and infrastructure-heavy
Building AI into a medical device or Software as a Medical Device (SaMD) is no longer a differentiator — it's becoming a baseline expectation. But for most MedTech teams, the path from a working AI model to a compliant, market-ready product is blocked by infrastructure challenges that have nothing to do with the algorithm itself. Teams are forced to build custom backend systems, manage data pipelines from scratch, and navigate complex regulatory requirements for AI — all before they can even begin validating their core innovation. Common pain points include:
- Custom infrastructure burden:Without a purpose-built platform, engineering teams spend months building secure cloud backends instead of iterating on the AI models that create clinical value.
- Slow model updates:Updating or refining an AI model in a regulated environment requires careful change management — without the right tooling, each iteration becomes a costly, time-consuming process.
- Data fragmentation:AI models are only as good as the data they're trained on. Scattered, unstructured datasets from devices, EHRs, and third-party systems make it difficult to build and maintain high-quality training pipelines.
- Regulatory complexity for AI:Regulatory pathways for AI/ML-based SaMD are still evolving. Without built-in compliance features, manufacturers risk delays at submission — or worse, post-market surprises.
Our solution
A complete cloud platform purpose-built for AI-powered medical devices
Matrix Connect eliminates the infrastructure barrier for AI-driven MedTech. Instead of building from scratch, manufacturers can bring their own proprietary AI algorithms directly into a secure, regulation-ready cloud environment — and focus on what they do best: building better medical technology.
- Plug in your AI, not build around it:Bring your own algorithms and integrate them into a ready-made compliant cloud infrastructure — no custom backend required.
- Iterate faster, with confidence:Update and refine AI models in a controlled environment designed for regulated industries, reducing the cost and risk of each iteration.
- Unified data foundation:Pre-built pipelines and data lake capabilities bring together device, clinical, and EHR data into a single, structured environment for AI training and validation.
- Compliance built in, not bolted on:Regulatory features for FDA and global market approvals are embedded in the platform from day one — so submissions don't stall at the finish line.
Core Features
Deploy and Evolve Your AI with Ease
Seamless integration and rapid iteration for AI models in regulated environments. Manufacturers can bring their own proprietary algorithms and integrate them into a secure cloud infrastructure without building custom backend systems. AI models can be updated and refined in a controlled, compliance-friendly environment, enabling continuous improvement without expensive redevelopment cycles. Pre-built data pipelines handle ingestion, processing, and analysis — so development teams can stay focused on the AI, not the plumbing.
Accelerate Time to Market
An out-of-the-box platform for SaMD and AI-dependent devices. Matrix Connect reduces development timelines by providing a ready-to-use cloud ecosystem that covers the core infrastructure needs of AI-driven medical products. EHR and third-party system integrations ensure that AI models can operate within real clinical workflows from day one. Built-in regulatory compliance features simplify FDA and global market approval processes, removing common barriers that slow down submissions.
Data Lakes for AI Training and Refinement
Scalable, structured data infrastructure optimized for MedTech AI. Create and manage comprehensive data lakes that provide structured storage and retrieval of diverse medical datasets — essential for training, validating, and continuously improving AI models. The platform's scalable architecture supports high-volume data processing from both clinical and device-generated sources. All of this happens within a HITRUST-certified, privacy-first environment that keeps sensitive data protected and compliant at every stage.
Global Compliance Coverage
Stay ahead of regulatory requirements in every market you operate in. Matrix Connect customers deploy their AI-powered devices across all 6 continents and multiple regulatory jurisdictions. The platform is built to keep pace with the evolving global landscape for AI/ML-based SaMD — covering design and development, cybersecurity, and data privacy standards — so your team can focus on innovation rather than tracking regulatory changes market by market.
Every Certification You Need For Worldwide Success
Global Reach
Our customers sell their devices across all 6 continents and in multiple jurisdictions. Matrix Connect stays ahead of changing global compliance needs so you don't have to.
Regulatory & Industry Standards Covered
Achieve compliance to regulatory and industry standards across design & development, security, and privacy arenas with a cloud connectivity solution that puts compliance at the center of our product development.
Hear from our customers
With Matrix Req, we avoid all the challenges of using manual or custom-developed tools. Instead, we get a purpose-built solution that’s designed by medical device experts, enabling much faster ISO 13485 compliance.”
François Audéon, Chief Technology Officer
