── Independent advisor · Pharma & AI

Turn AI ambition into work that ships.

I help pharmaceutical and AI companies figure out the how of AI and research informatics — from strategy and architecture to the messy reality of delivery. Whatever your size, startup to enterprise.

Dennis Madsen · PhD · 24 years at Novo Nordisk · Copenhagen
Start a conversation What I do
Dennis Madsen
── Why me

What sets me apart from most consultants in this space is simple: I've done the work myself.

Over 24 years at Novo Nordisk I built and led the teams, platforms and strategies that took digital transformation in research from concept to reality — rolling out a generative-AI solution to hundreds of users in under a year, and modernising digital biology platforms that cut target-validation time many times over.

I hold a PhD in structural chemistry and 25+ peer-reviewed publications — from experimental crystallography in the 1990s to DNA language models and AlphaFold-based drug discovery, in Nature Medicine, Nature Communications and Bioinformatics. Hands-on with ML, knowledge graphs and GenAI — the architecture decisions and the messy reality of making these work inside a regulated enterprise.

── Track record
24 yrs
building & scaling data science and AI at Novo Nordisk
5–10×
faster target validation from modernised biology platforms
25+
peer-reviewed publications across three decades of the field
100s
of users onboarded to GenAI in under a year
── What others say

Proof from the people I've worked with.

“Combining deep hands-on technical knowledge with strong strategic insight, he is a trusted advisor for the development, evaluation, and implementation of cutting-edge data and AI/ML platforms … equally comfortable working independently and delivering high-quality results end-to-end.”
Asli Ismihan Ozen Principal Data Integration Lead, M&A · former manager, Novo Nordisk
“Dennis consistently demonstrated exceptional scientific rigor combined with a strong ability to translate complex data into actionable insights.”
Jan Nygaard Jensen Global Head of Computational Innovation, SVP, Boehringer Ingelheim · worked together at Novo Nordisk
“Dennis possesses an exceptional blend of deep expertise in life sciences and advanced computer skills, ranging from bioinformatics and text analytics to machine learning, knowledge graphs, and generative AI.”
Sten B. Christensen Information Scientist, Science & Patent Intelligence · Novo Nordisk
“Dennis excels at combining deep business and technology expertise with exceptional drive, commitment, and enthusiasm … to deliver cutting-edge products.”
Allan Baunkjær-Frederiksen IT Solution Manager · Scrum Master to Dennis's Product Owner, drug-discovery GenAI
── More on LinkedIn →
── What I do

Strategy and hands-on — from boardroom to architecture.

Current work spans strategic and hands-on engagements with pharmaceutical and AI companies.

01
Research informatics
Leading research-informatics programmes in life sciences, from vision to delivery.
02
AI & agentic workflows
Designing AI workflows and agentic AI solutions for research and business processes.
03
Technical pre-sales
Supporting commercial teams with technical pre-sales for AI products and platforms.
04
Vendor selection (RFP)
Running RFPs end to end — evaluation criteria, build-vs-buy, and vendor recommendation.
── Ways to work together

Pick the shape that fits.

Whether you need a sounding board, a delivery partner, or someone to lead the transformation from the inside.

01
Advisory retainer
A standing block of senior advisory time — strategy, architecture calls, build-vs-buy, and a second opinion when the stakes are high.
02
Project engagement
Scoped delivery with clear outcomes: a GenAI rollout, an RFP run end to end, or a research-informatics platform from vision to launch.
03
Fractional / interim lead
I step in as a fractional or interim senior leader to drive an AI or research-informatics transformation hands-on, from the inside.
Start a conversation
── Let's talk

Let's build something meaningful.

I advise pharmaceutical and AI companies on digital strategy, AI adoption and research-informatics transformation — and I'm open to the right senior leadership role, permanent or fractional.

Based inCopenhagen · Danish & English
── Message sent
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