Every clinical trial is made up of patients. And every patient is different. Tools4Patient uses machine learning to understand these inherent differences between patients and minimize key sources of variability in clinical trial data.

The biopharmaceutical industry spends millions each year trying to reduce the risk of trial failure. Protocols are optimized to ensure that the right data are collected for the trial. Sites are selected and trained to optimize the experiencethat the patient has in the trial. Patient psychology, the one critical piece of the puzzle – the piece that is needed to understand how patient characteristics and experience will impact data – has been missing in understanding clinical trials. Until now. Tools4Patient technologies deliver the ability to understand and quantify patient psychology. When combined with machine learning, this powerful approach can reduce data variability that is driven by differences between patients.


Achieving innovation by challenging today's drug development paradigm and disrupting the status quo

“Tools4Patient understands that patients are central to drug development – and if we can better understand the patient, we can improve the efficiency and/or the effectiveness of clinical trials. We are providing solutions that address key sources of data variability in clinical trials to, along with sponsor companies and CROs, accelerate the delivery of therapies to the patient”
Dominique Demolle, PhD, CEO of Tools4Patient

Tools4Patient Innovation Journey

Tools4Patient is passionate about empowering pharmaceutical and biotech companies to improve decision making and de-risk clinical drug development, ultimately aiming to accelerate patient access to new medications.

The company was founded by long-time colleagues with decades of experience in the pharmaceutical industry who set out to tackle some of the most challenging issues that prevent drugs from reaching the marketplace.

The needs of patients as stakeholders in the therapeutic development process are at the center of Tools4Patient's objective and approach to developing predictive tools.


VP, Business Development

Board of Directors


Scientific Board

Insurance for Drug Development

Tools4Patient delivers innovative, disease-specific, modular approaches driven by proprietary AI-based algorithms.

Our patented platform technologies are proven to identify and manage key sources of variability within clinical trial data; significantly improving the success rate of trials and reducing the risk within drug development. Traditional approaches have led to high rates of failure in Phase II and III resulting from inability to demonstrate therapeutic efficacy. To counter this, clinical trials evolved by becoming increasingly complex, larger, longer, more expensive, and more burdensome on both the patient and Investigative sites.

It is time to re-imagine the drug development paradigm. Discover how we can reduce complexity and significantly improve the probability of success at key stages of drug development.

Research and Development

Tools4Patient is focused on tackling some of the most complex issues that plague drug development in an effort to improve clinical trial conduct and data analysis. Core to our approach is the ability to understand patient personality and other traits and quantify their contribution to behavior and response to treatment. We are always seeking new challenges to address and new applications for our technologies. Contact us to talk about how we could work together to address issues in your development programs.

Corporate Culture

Our corporate culture is central to the success of our employees, team and company

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Performance Management

Annual objective setting and performance evaluation aimed to support and develop all employees

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Continuing Education

An opportunity for everyone to learn and stay current in their field of expertise

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Break space

Dedicated space to promote social interactions, well-being and relaxation

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Team events

Sports, recreation and social events with colleagues

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Training Program

Each employee is supported by an in-depth training program from day one

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Human Dimension

Management focus on information transparency, individual accountability and growth


Placebell: Because Every Patient Matters

Placebell can be deployed with no risk to your data or statistical analysis. It’s the placebo response insurance policy your trial deserves.