Industry

Engineering AI Solutions
for the Data-Driven Healthcare

We are the strategic engineering partner for Medtech and Pharma innovators, building the robust software platforms and cloud infrastructure that bring their AI models and digital health solutions to life.

Challenges With Data and AI Use in Healthcare

The future of medicine is built on data, but harnessing its full potential presents critical technical, legal, and regulatory challenges, especially within the Polish healthcare ecosystem. As innovations in how AI is used in healthcare continue to advance, these challenges grow multifaceted.

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Fragmented & Siloed Data

Critical patient information from imaging and genomics to clinical notes is locked in incompatible systems, hindering a unified, data-driven healthcare approach.

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Data Overwhelm for Clinicians

Clinicians are faced with an unmanageable volume of complex data. Without AI-powered tools and healthcare analytics platforms, they cannot process it efficiently, which leads to burnout and delays.

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Untapped Diagnostic Potential

Vast amounts of medical data contain subtle patterns and insights invisible to the human eye. Without advanced machine learning models, this potential to improve diagnostics and enable precision medicine remains untapped.

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Data Governance & Anonymization at Scale

Leveraging data for AI requires a rock-solid strategy for anonymization and governance that complies with GDPR and other regulations, a task that is technically complex at scale.

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AI Implementation & Scaling Hurdles

Moving AI models from a research concept to a reliable, scalable clinical tool is a massive engineering challenge that stalls most initiatives before they deliver real value. This is where healthcare AI companies play a pivotal role.

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The "Black Box" AI Problem

Many healthcare professionals are hesitant to trust generic AI models whose decision-making processes are opaque. Clinical adoption requires transparent and specialized AI in healthcare.

OUR ENGINEERING & SOFTWARE SOLUTIONS

Our partners are the experts in creating groundbreaking AI models. We are the experts in making them scalable, reliable, and production-ready.

01. Expert Team Augmentation & MLOps02. Clinical-Grade AI Platform Engineering03. PACS & DICOM Cloud Integration04. Digital Health & Pharma Applications (non-SaMD)05. Enabling Innovation via Data Access

Expert Team Augmentation & MLOps

This is our core strength. We provide dedicated engineers who let your team focus entirely on its core know-how. Our specialists handle the heavy lifting – from sound infrastructure and complex data preparation to the visual design of your application. We build our solutions around your business objectives, managing the full MLOps lifecycle from data pipelines to production deployment.

Clinical-Grade AI Platform Engineering

We create clinical-grade software platforms designed to bring your AI models to life. Our team helps you integrate and deploy your algorithms into secure, reliable, and intuitive applications that clinicians actually enjoy using. Our workflow ensures the smooth integration of AI in healthcare.

PACS & DICOM Cloud Integration

We build modern, cloud-native PACS systems optimized for AI medical imaging. Our solutions seamlessly ingest data from medical devices and integrate with legacy hospital protocols such as DICOM, creating a scalable foundation for diagnostics and AI analysis.

Digital Health & Pharma Applications (non-SaMD)

We partner with pharmaceutical companies to build custom digital health applications. From patient support programs to educational tools and information platforms, we create high-quality software that enhances patient engagement and is explicitly designed to operate outside of SaMD (Software as a Medical Device) regulations.

Enabling Innovation via Data Access

We are designing solutions to enable secure collaboration on medical data. Our vision is a platform that acts as a trusted bridge between healthcare institutions and AI companies. Instead of traditional brokerage, we are creating an environment for sharing insights - preserving raw data privacy while ensuring complete compliance and anonymization. 

We aim to empower innovators with data access and hospitals with a secure way to participate in medical advancement, ultimately driving growth in AI healthcare analytics.

Why Leading Innovators Choose Us

Strategic Vision,
Flawless Execution

We act as a true technology partner, helping shape your AI strategy and then delivering the engineering horsepower to make it a reality.

Access to
Specialized Talent

Gain immediate access to the top tier of AI/ML and MLOps specialists - the kind of talent that builds the core of today's most innovative Medtech platforms.

Accelerated
Time-to-Market

Our expertise in both technology and regulatory compliance helps you navigate hurdles faster and bring your AI-powered healthcare product to market sooner.

Future-Proof
Architecture

We build scalable, secure, and interoperable systems designed for long-term growth and adaptation.

How We Deliver Groundbreaking Medtech Solutions

Our expertise goes beyond technology. We build and support complex, multi-stakeholder projects that drive the future of medicine, including AI-powered pathology and advanced healthcare data analytics.

Why Choose Mirumee as Your Commerce Partner

We are experts in building composable commerce platforms who combine ready-to-use solutions with custom development.

Balanced approach:

Proven components where it makes sense, custom engineering where it creates an advantage.

Full lifecycle support:

Architectures designed to scale and adapt as your goals evolve.

Future-proofing:

Architectures designed to scale and adapt as your goals evolve.

Orginal Creators
of Saleor

one of the best-known commerce engines

15+
years

of experience in e-commerce engineering

Global Impact
EXPERTS

in composable commerce implementation & migration

Proven
by
Leaders

trusted by global commerce companies across industries

FAQ

Your Questions Answered
01

What kinds of AI and med data projects do you specialize in?

We specialize in building clinical-grade AI infrastructure, including multimodal AI platforms, cloud-native PACS systems, MLOps pipelines, and digital health applications. Our teams enable everything from AI-powered diagnostics to data governance platforms, ensuring scalability, security, and compliance.

02

What is a multimodal medical AI model?

A multimodal AI model can simultaneously analyze and interpret data from various sources, such as medical images (e.g., MRI, CT scans), text (clinical notes), and genomic data. This provides the doctor with a complete picture of the patient's condition in a much shorter time, supporting precision medicine initiatives.

03

How do you ensure the security and anonymity of medical data?

Data security is our priority. We implement multi-layer anonymization pipelines to prevent patient identification. All our solutions comply with GDPR and other international healthcare data protection standards.

04

Are your solutions compliant with healthcare regulations like MDR, HIPAA, and GDPR?

They are. Every solution we build follows strict compliance with MDR (Medical Device Regulation), HIPAA, and GDPR. We design data governance, anonymization, and audit mechanisms into the core architecture to meet the demands of both European and US regulatory frameworks.

05

Can you work with our current systems?

Yes, definitely! We specialize in modernizing existing systems. Whether it's migrating from older platforms, integrating new tools, or optimizing what you already have, we adapt to your infrastructure and business needs.

06

What is it like to collaborate with your team?

We focus on transparent communication and teamwork. We integrate directly with your team through regular meetings and shared communication channels. A senior project leader serves as a single point of contact, ensuring smooth coordination.

Let’s engineer great products & systems together

Have a particular project in mind? Contact us help you to transform your ideas into a unique end-to-end product.

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