Conventional R&D laboratories are embracing a digital transformation to minimize physical experimentation by leveraging their valuable experimental data with advanced modeling.
Typically, an experimental dataset includes information on the available ingredients, the ratios in which these ingredients have been combined in past experiments, the process conditions under which they ingredients were combined, and the resulting quality properties.
With the increasing knowledge and availability of AI approaches and tools for product formulation, the keys to successful implementation include intelligently structuring and cleaning your dataset and selecting an approach that best-suits your data and your product development goals.
Product Formulation Goals
Data-driven approaches to product development are allowing traditional goals to be reached at an unprecedented rate, while creating the opportunity to set new goals.
Our Approach
The ProSensus approach to product development allows manufacturers to simultaneously optimize the selection of ingredients, formulations ratios and process conditions to reach targeted quality properties.
Where available, ingredient properties become a valuable component of an experimental dataset, as they enable the consideration of new untested ingredients in future formulations through the concept of mixture properties.
Our approach to rapid product development utilizes existing experimental data, advanced modeling, and constrained optimization to help you reach your desired product faster.
Proven Framework and Results
Our proven framework has helped our clients, across a variety of industries, to get ahead of the competition by arriving at product development targets faster.
Learn more about how we have applied our approach to help clients solve complex product development challenges by reading our Case Studies.
Commercial Software
With the insight gained from nearly two decades of providing consulting and custom solutions in this field, ProSensus has developed commercial software that empowers our clients to efficiently formulate new products with the power of AI through a no-code desktop platform. Learn more about FormuSense.
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