GermanyChemicals and materials2025 – ongoingEvonik Industries
AIChemBuddy for lipid-synthesis experiments
Evonik reported doubled lipid purity after AIChemBuddy guided synthesis experiments
Problem
Evonik's Health Care researchers in Hanau needed a production process for a new lipid. Selecting reaction conditions involved too many combinations to assess efficiently through experience and experiments alone.
Approach
The team supplied AIChemBuddy with project data and initial experimental results. The internally developed system narrowed reagent choices and recommended synthesis conditions. Its Bayesian optimization used the BoFire software library, while researchers retained responsibility for decisions.
Results
Takeaway
AIChemBuddy used existing experimental results to propose further experiments. Evonik reported improved purity without publishing the initial or final purity levels.
Categories
- Size
- Large enterprise
- Industry
- Chemicals and materials
- Business function
- IT and R&D
- Innovation type
- Process innovation
- AI technology
- OptimizationPredictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Evonik described its internal experiment-planning system and its use in lipid synthesis. The company said the researchers doubled purity and reached their goal within a few weeks.
Full details are in the original sources.
