SAFETY BY DESIGN®services and softwares for computational toxicology and chemical activity prediction to fullfill the need to produce earlier, cheaper, more efficient, faster scientific data.

SAFETY BY DESIGN® meets regulatory obligations in pharmaceuticals (ICH M7), cosmetics (CE n°1223/2009) and speciality chemicals (REACH/OCDE).

SAFETY BY DESIGN® drastically reduces experimentation costs by limiting synthesis of substances, in vitro tests, in vivo tests and offers alternative methods to animal experimentation (3R’s rule).

Predictive Toxicology

HARMONIC PHARMA offers its Compound Toxicity Profile (CTP) based on proprietary selection of descriptors deriving from artificial intelligence (AI)-based technologies

Learn more about Predictive Toxicology !

Mechanism of Action Investigation

HARMONIC PHARMA offers its Rediscovery Platform® to fully profile the ensemble of biological targets (poly-pharmacology) associated with a chemical.

Learn more about our Rediscovery Platform® !

    Data Modeling

    It uses spherical harmonics to generate 3D representations of chemicals completed with natural language processing (NLP) and deep learning techniques to fulfill the chemical profile.

    Learn more about our Data Modeling !


      • Profiling chemicals by providing high-value information about their benefits and risks
      • Helping clients and partners in the decision-making process for chemicals life cycle management
      • Saving time and money with a SAFETY BY DESIGN ®” product management

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