Curating fit-for-purpose real-world data for precision medicine R&D

Multimodal

REGULATORY-GRADE

TRANSFERABLE

Aigora is a real-world data partner for life sciences and medtech teams.

Who we serve

Life Sciences

Pharma and biotech teams in need of tailored datasets to meet the requirements of their specific translational research, clinical development, and real-world evidence programs.

MedTech

Medical device and AI teams in need of specification-aligned datasets to support the development, validation, and regulatory evidence generation of their technologies.

50+ life sciences and medtech customers worldwide
life sciences and medtech customers worldwide
6 out of 10 of the world’s top pharma companies
of the world’s top pharma companies
3 out of 5 of the leading medical device companies
of the world’s leading medical device companies

What we do

Everything from data discovery to delivery of ready-to-use datasets

We discover, source, curate, and deliver multimodal, transferable, regulatory-grade real-world datasets. Where suitable data does not yet exist, we design prospective pathways to create it.

Our datasets are tailored to support translational research, clinical development, real-world evidence generation, AI model development and validation, and other precision medicine applications.

Why Aigora

Precision data for precision medicine

Aigora combines broad healthcare network access, scientific expertise, and flexible sourcing capabilities to deliver comprehensive datasets aligned with specific R&D objectives.

Feasibility-led expert curation

We assess study requirements against our network's data and apply scientific, clinical, and operational expertise to establish a realistic path to assembling fit-for-purpose datasets aligned with study goals.

Multimodal data and biospecimens

We integrate patient-level imaging, clinical, pathology, and molecular data, alongside associated biospecimens, to support complex research and development projects.

European depth, global reach

We maintain data-sharing agreements with a global healthcare partner network, supporting accelerated project initiation and access to data from diverse patient populations.

Transferable, regulatory-grade delivery

We deliver datasets for integration into customer systems and infrastructure to enable further analysis, processing, and regulatory submissions.

Prospective pathways

We set up and manage prospective data collection studies when retrospective data alone cannot meet project requirements.

Why Aigora

Precision data for precision medicine

Aigora combines broad healthcare network access, scientific expertise, and flexible sourcing capabilities to deliver comprehensive datasets aligned with specific R&D objectives.

Multimodal data and biospecimens

We integrate imaging, clinical, pathology, and molecular data, alongside associated biospecimens, to support complex research and development projects.

Expert curation

We apply scientific, clinical, and operational expertise to assess feasibility, identify suitable data sources, and assemble fit-for-purpose datasets aligned with study objectives.

European access and global reach

We source data through an established healthcare partner network spanning hospitals, clinics, and biobanks across Europe and beyond, providing access to diverse patient populations.

Transferable, regulatory-grade delivery

We deliver datasets for integration into customer systems and infrastructure to enable further analysis, processing, and regulatory submissions.

Prospective pathways

We set up and manage prospective data collection studies when retrospective data alone cannot meet project requirements.

Data modalities

Building blocks of a curated dataset

Advanced precision medicine R&D rarely relies on a single data modality. We therefore integrate imaging, pathology, clinical data, and biomarker results at the patient level into comprehensive multimodal research datasets.

Medical imaging

Medical imaging data across multiple modalities and clinical specialties, with associated reports and linked metadata.

Clinical data

Structured and unstructured patient-level data, including demographics, diagnoses, procedures, medications, clinical notes, and outcomes.

Whole slide images

Digital pathology images derived from biopsies, resections, and other specimen types, with associated metadata.

Pathology data

Specimen-level diagnostic information, including pathology findings, diagnostic classifications, specimen characteristics, and organ site details.

Molecular test results

Molecular and biomarker test results, including genomic, transcriptomic, proteomic, and cytogenetic findings.

Biospecimens

Biological specimens from corresponding data subjects, including tissue, blood, plasma, and serum.

Our approach

01 Define

We align on the research objectives, intended use case, and initial data requirements.

collaboration

Planning

objectives

02 Assess

We evaluate data availability across our global network, engage clinicians to assess feasibility, and jointly refine project scope.

Ger

USA

+ more

03 Propose

We provide a tailored proposal outlining deliverables, timelines, and commercial terms.

based on years of experience

04 Curate

We coordinate participating sites, approvals, data extraction, and aggregation, while ensuring quality control and privacy safeguards.

coordination

manage

control

05 Deliver

We transfer the final regulatory-grade, research-ready dataset in the agreed format and structure for integration into customer systems

committed delivery

Ready-to-use data

Our approach

Expert curation for research-ready data

We source and curate high-quality retrospective datasets tailored to R&D requirements through a structured, expert-led process.

Discover

We align on the intended use case and initial data requirements, assess data availability and feasibility with input from clinicians, jointly refine project scope, and provide a tailored proposal outlining deliverables, timelines, and commercial terms.

Source

We coordinate participating sites, approvals, and data extraction while ensuring appropriate privacy safeguards are applied throughout the process.

Curate

We aggregate and standardize the data, perform quality control, and transform it into research-ready multimodal datasets.

Deliver

We transfer the final regulatory-grade dataset in the agreed format and structure for integration into customer systems and downstream use.

In addition to retrospective data sourcing, we manage prospective data collection studies end-to-end for use cases requiring newly generated, protocol-aligned, and fit-for-purpose datasets.

Partner network

Anchored in Europe, extended globally

With over 300 established healthcare partner sites, the Aigora network combines a solid European base with global reach, enabling accelerated access to data from diverse patient populations and healthcare settings.

Become a healthcare data partner