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20+ years of machine-learning experience

Experience you can't train overnight.

Twenty years of machine learning, built for health.

Machine learning has suddenly become one of the world's most talked-about technologies. For us, it isn't new.

Our team has more than two decades of experience working with machine learning and complex data. That accumulated knowledge gives DDN a different perspective: the objective is more than building an algorithm.

  • Built for complex health data
  • Validated and explainable
  • Secure by design

Experience across every major global pharma company

  • Pfizer
  • AstraZeneca
  • GSK
  • Novartis
  • Roche
  • Sanofi
  • Johnson & Johnson
  • MSD
  • Novo Nordisk
  • Eli Lilly
  • AbbVie
  • Bayer
  • Bristol Myers Squibb
  • Boehringer Ingelheim
  • Amgen
  • Gilead
  • Merck KGaA
  • Regeneron
  • Vertex
  • Haleon
  • Reckitt
  • Kenvue
  • Sandoz
  • Hikma
  • Servier
  • Opella
  • Perrigo

Our perspective

It's about understanding

Which data matters?
What relationships are meaningful?
What can legitimately be predicted?
How reliable is the prediction?
How should the result be presented?
How can it create genuine value?

Technology evolves. Experience compounds.

DDN intelligence framework

Connecting the health data journey.

CollectClinical · Laboratory · Genomic · Device · Consumer · Research
ConnectCreate a unified data environment.
UnderstandIdentify relationships and patterns.
LearnApply machine learning and advanced analytics.
PredictGenerate appropriately validated predictive intelligence.
PersonaliseAdapt experiences and decision support.
MonitorFollow changes over time.
ImproveContinuously learn from new information.

Our approach

From health data to health intelligence.

01

Define

Identify the healthcare, research or commercial objective.

02

Connect

Bring together appropriate datasets.

03

Structure

Prepare information for analysis.

04

Analyse

Identify relationships and patterns.

05

Model

Develop machine-learning intelligence.

06

Validate

Measure performance and reliability for the intended use.

07

Deploy

Integrate intelligence into the appropriate environment.

08

Monitor

Continuously assess performance and new information.

09

Improve

Refine as data and requirements evolve.

Why it matters

What makes our technology different.

Proven experience

Two decades of practical machine learning, long before today's AI wave.

Built for health data

Designed for clinical, laboratory, genomic, device and consumer data.

Validated and explainable

Models measured for reliability, with results people can understand.

Use cases

Built to fit your business

Integrates easily

APIs and connectors that work with your existing systems.

White-label ready

Consumer experiences that carry your brand.

Secure by design

Access control, encryption and privacy built in.

Scales with you

From a single pilot to millions of data points.

Always learning

Models that improve as new data arrives.

Global delivery

Teams across Europe, the Middle East, the US, Australia and India.

How it works

Up and running in three simple steps.

  1. Tell us your goalA short call to understand your data, your challenge and what success looks like.
  2. We connect and modelWe bring your data together and build machine learning around your objective.
  3. You act with confidenceClear, validated insight delivered into the tools your team already uses.

Questions

Good to know.

Do you use off-the-shelf AI?

We use the right tools for each job and build machine learning around your specific objective and data.

How do you validate models?

Every model is measured for performance and reliability for its intended use before it is deployed.

Where is our data stored?

In secure environments that meet the requirements of your market and your organisation.

Can you work with our developers?

Yes. We work closely with in-house teams and hand over clear documentation.

Talk to DDN

See what our technology could do for you.

Tell us about your data and your goals. We will show you how our machine learning fits.

Email
info@datadrivennetworks.com
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