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Data Science & AI Enablement

Strugglingwith siloed data, low-quality, slow decisions?with audit trails, standardization, traceability, compliance?with data integration, cleaning, analysis at scale?to turn complex data into compliant, trusted insights?with fragmented data and audit-ready AI insights?

We design and implement compliant, AI-enabled data science environments for research and clinical data, enabling scalable integration, harmonization, curation, and analysis. We support organizations end-to-end in deploying robust data pipelines that unlock trusted AI insights, delivering earlier risk detection, faster decision-making, and auditable evidence with confidence.

Compliant cloud environments with full audit trails and long-term data retention

End-to-end expertise across the data lifecycle, from ingestion to visualization

Audit-ready dashboards and analytics trusted for scientific and regulatory decisions

Our Structured Data Science Process

Data Curation & Integration

We bring scattered data together, clean them, and standardize them, resulting in fewer errors and faster answers you can trust.

Compliant Cloud Data Management

We design secure, audit‑ready cloud environment with lineage, retention, and access controls. You scale confidently while meeting GxP compliance regulatory expectations.

Interactive Decision Dashboards

We turn complex data into clear, shareable views for teams and leaders. Decisions happen faster with everyone on the same page.

Full Lifecycle Support

Our interdisciplinary team supports you from data collection to visualization. You reduce rework and keep projects moving smoothly.

AI-Enabled Process Acceleration

We speed up data workflows from intake to dashboards with AI/ML. Result: less rework, faster decisions, and improved productivity organization‑wide.

Governance & Traceability

We embed governance, standards, and traceability across data and analytics workflows. You deliver insights that are reliable, auditable, and ready for inspection.

Get the Flyer: Your Guide to Integrating, Standardizing, and Visualizing Data.

Need a quick overview you can share with colleagues or decision-makers?

Download our one-page flyer for a clear summary of wega’s data science service.

Related Services & Solutions

Here's where most of our clients go next:

Why wega

Life Sciences & Compliance Depth

We combine data engineering with domain expertise in Life Science and in regulated environments (GxP, 21 CFR Part 11) to ensure solutions are both impactful and audit-ready.

End-to-End Delivery, Not Just Pilots

From data foundation to validated models and user adoption, we turn AI/ML prototypes into production outcomes with traceability and governance.

Cloud-Native & Vendor-Agnostic

We integrate seamlessly with your preferred cloud provider and tools, avoiding lock‑in and
maximizing reuse of existing investments.

Experience Across Leading Platforms - Without Dependency

Ready to Turn Fragmented Data Into Compliant, Decision-ready Insights?

Talk to wega’s experts to scope a fast, high‑impact start.

Knowledge Base

Article

The EU AI Act – Its potential impact on the Pharma Industry

The EU AI Act is a regulation brought up by the EU in response to the boom in AI use through the world and across all industries, enabling the use of AI in a very easy and accessible manner to the General Public.
Past Events

wega Breakfast – Agentic AI for Clinical Biomarkers in Research

22 May 2025 This talk outlines key GenAI achievements, introduces AI agents and their capabilities through published use cases, and highlights how Novartis (NVS) is leveraging these tools in clinical biomarker research.
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Dashboards – Visualising Everyday Life

How does day-to-day compound management work? Does the feeling match reality? Collecting data and visualising it in dashboards can provide new insights into everyday life.
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Determine Chromatography Instrument Utilization in Real Time (Part 2)

Following the positive feedback on the last article regarding the determination of device utilization via Chromeleon data containers, we have now developed a concept for a company-wide determination of device utilization.
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Strategy for clinical data

To convert data into actionable insights, you need a data strategy.
Past Events

wega Breakfast – Navigating the Complexity: The FIND Biobank Dashboard

07 Dec 2023 Navigating the Complexity: The FIND Biobank Dashboard to serve the complex FIND Biobank Ecosystem
Past Events

wega Breakfast – Streaming and Using Clinical Trial Data for Drug Safety

14 Mar 2023 A short view at how the NIBR Translational Medicine team at Novartis is monitoring safety of innovative drugs during clinical trials.
Past Events

wega virtual breakfast: NEXT Program and Drug Discovery at Ferring

16 Dec 2022 Global implementation of new research IT platforms for small and large molecules drug discovery: Join our wega Knowledge & Networking breakfast and learn more about the NEXT Program and Drug Discovery.
Past Events

wega Breakfast: AI-powered disease modelling in real-world for value-based clinical development

23 Nov 2021 Join our virtual wega's Knowledge & Networking breakfast and learn more about Artificial Intelligence in clinical research.
Past Events

The journey to F.A.I.R. data in clinical R&D use cases – wega Informatik AG

18 Jun 2020 Join our wega's Knowledge & Networking Breakfast and learn more about F.A.I.R. data
Past Events

Artificial intelligence in GxP environments

23 Mar 2021 Join our wega's Knowledge & Networking breakfast and learn more about Artificial Intelligence in GxP environments.
Article

Introduction to Blockchain for Sharing Samples and Related Data.

Our journey begins historically and explains the reason why block chain technology was invented in the first place.
Article

Rethinking Clinical Trials with Digital Biomarkers

The summary of a talk by Czuee Morey.
Past Events

Agile Validierung in GxP Projekten

04. Juni 2019 Hören Sie sich wega's Talk über Agile Validierung in GxP Projekten an.
Article

Blockchain in Healthcare

Does Blockchain have a pharmaceutical and healthcare application?
Article

Blockchain Beyond the Hype

A different perspective on the Blockchain debate.

Contact us

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    Daniel

    Senior Consultant
    Project Manager
    Business Analyst

    Nicolas

    Managing Director
    Clinical Development
    Informatics