Clarity for
Cancer Care

Transforming Oncology Data into Evidence

European Leader in Oncology Data Structuring

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Our Solutions

Our solutions structure real-world data to support diagnosis, treatment decisions, research, and clinical trial readiness, driving faster, smarter, and more personalized cancer care.

Making Unstructured Real-World Data Usable

Hospitals and research institutions struggle with scattered, free-text oncology records across EHRs, lab reports, and medical documents—making it difficult to retrieve, analyze, or generate real-world evidence.

Danny DataStruct is the Core AI Platform converting oncology records into evidence-based insights.

Analyze Real-World Data

Traditional analytics can’t keep pace with the complexity of oncology data.

Danny Analytics transforms structured datasets into powerful insights, enabling pharmaceutical companies and researchers to accelerate research.

Find More Patients

Finding eligible patients and assessing site readiness is time-consuming and resource-intensive, delaying trial start-up and enrollment.

Danny FindMore integrates with global trial registries and scans structured EHR data using AI to match patients to active studies, streamlining feasibility assessments and boosting recruitment speed and accuracy.

Industries

Industries

Sqilline Health works with the global oncology community to unlock the value of real-world data, enabling pharmaceutical companies, hospitals, and researchers to accelerate evidence generation and improve treatments.

For Healthcare

Sqilline Health enables hospitals and clinicians to turn unstructured oncology records into actionable knowledge.

With AI-powered data structuring, the Danny Platform transforms any medical document into real-time insights that accelerate research, improve treatment planning, and support evidence-based decision-making across oncology care.

For Lifesciences

Sqilline Health enables pharmaceutical and biotech companies to harness real-world oncology data with speed and accuracy. Powered by AI, the Danny Platform transforms unstructured information into research-ready datasets that map patient journeys, reveal emerging trends, and support high-precision clinical trial recruitment.

By turning complex data into actionable insights, we help life sciences teams accelerate development, generate robust evidence, and bring new treatments to patients faster.

The Largest Dataset in Europe

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Trained on over

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Structuring oncology data for
real-world evidence generation

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AI models accurately translate and interpret clinical documents across multiple countries

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Across multiple solid and
 hematologic cancer types

Clinical Impact

Empowering researchers to generate evidence and improve patient outcomes

Insights

Insights & Innovations

Stay up to date with the latest discoveries in structured real-world data, oncology analytics and AI-powered research.

EMRN Data Strategy: How Sqilline Health Supports Europe’s Data-Driven Regulatory Future

The European Medicines Agency (EMA) have released the European Medicines Agencies Network Data Strategy...
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Reflections from ESMO 2025: Building Trust in Real-World Data Through Experience, Not Hype

As ESMO 2025 is already over, one message resonates across oncology and digital health communities...
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How can machine learning algorithm improve healthcare?

While doctors, nurses and medical officers will probably never be replaced by robots and computers, modern technology, machine learning, and […]
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About

About Sqilline Health

No one should face cancer on their own.

Not patients, nor doctors. We exist to bring clarity to cancer care.

Contact Us

Get in Touch

Let us show you how Sqilline Health can support your goals.

We can help you to…

Structure Oncology Data

Analyze Real-World Data

Find More Patients