Faster, Leaner, More Effective

Clinical Trials Through RWD

Talk to us today to learn how major pharma is using Hawk’s lossless RWD to supercharge their clinical trials

Lossless Data Processing for High Quality, Reliable RWD

Droice Hawk is a HIPAA/GDPR compliant AI middleware that losslessly converts raw, messy patient data like EHR, labs, claims, etc. into analysis-ready form for clinical trials.

Patient data is ingested in Hawk to generate analysis-ready data for users
Droice Labs discusses SuperLineage with the FDA

Why Hawk?

RWD is messy and complex. Classic methods and technologies to process clinical trial data do not work for RWD, leading to data loss, rendering it unfit for evidence generation. Hawk fills this industry gap by losslessly processing RWD. Hawk’s enterprise infrastructure enables scalable, reproducible, and traceable RWD with quantifiable data quality for reliable evidence generation.

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RWD preparation at scale.

Evidence generation in pharma requires numerous RWD sources. Hawk can losslessly ingest multiple data sources and transform them into analysis ready form.

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Integration of complex and diverse RWD inputs from around the world.

Data infrastructure, compliance systems, connection pipes, and software to work with varied health IT systems from around the globe.

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Understanding unstructured medical text.

Powered by LLMs trained and tuned on diverse RWD of millions of patients from around the globe, Hawk can understand and extract meaning from medical free text in several languages.

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Traceability and measurable data quality with SuperLineage.

Accuracy, completeness, and traceability are the cornerstones of reliable RWD. SuperLineage is a regulatory grade, standardized lineage solution that integrates lineage across disparate data sources to enable traceability across all stages of data transformations and quantification of data quality.

One Powerful Solution for Clinical Trials of the Future


Having ingested data from diverse IT systems across four continents, Hawk excels in managing the complexity, diversity, and variety inherent in any data source worldwide.


Hawk's capabilities extend across the full spectrum of diseases, from widespread, high-volume diseases such as HF and CKD to rare diseases.


Droice operates at the highest ethical standards. Hawk is meticulously designed to uphold the scientific integrity of data and ensure the reliability and trustworthiness of research findings.

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Operating with utmost adherence to global standards such as HIPAA and GDPR, Hawk ensures the confidentiality, security, and privacy of sensitive medical data.

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Harnessing the power of LLMs, Flamingo seamlessly interprets clinical free-text and unstructured content in multiple languages.

Talk to us today to discover the transformative power of lossless RWD for clinical trials

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