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SoInZyme™
Enzyme Engineering Platform

SoInZyme™
Enzyme Engineering Platform

Algorithm-Powered Evolution.
Precision Engineering for Next-Generation Enzymes.

Integrating AI with molecular dynamics simulations, the platform enables intelligent structural design and functional prediction of enzyme proteins. Powered by a physics engine and protein language foundation models, the platform predicts catalytic activity, thermostability, and substrate specificity, identifying high-potential mutants to support yield and productivity optimization and assist in production cost control.

  • Structure-Activity Optimization

    AI combined with molecular dynamics simulation enables structural modeling and functional prediction of enzyme proteins, supporting exploration of enzymatic properties and applications.
  • Catalytic Enhancement

    Optimizes catalytic activity, thermostability, and substrate specificity to support yield and productivity optimization.
  • Process Guidance

    Predicts in vitro degradation risks to guide mutagenesis and process optimization.
  • Design Optimization

    Transitions from random mutagenesis to rational design, reducing experimental workload by over 50%.
  • Industrial Translation

    Integrates computational prediction with wet-lab validation to accelerate the translation of enzyme preparations from lab to industrial-scale applications.
  • Patent Positioning

    AI generates novel enzyme sequences and modification strategies, supporting differentiated enzyme sequence design and intellectual property positioning.

c84d956ddf21b01213a7a5ac91f5f56d.jpg

SoInZyme™
Enzyme Engineering Platform

SoInZyme™
Enzyme Engineering Platform

Algorithm-Powered Evolution.
Precision Engineering for Next-Generation Enzymes.

Integrating AI with molecular dynamics simulations, the platform enables intelligent structural design and functional prediction of enzyme proteins. Powered by a physics engine and protein language foundation models, the platform predicts catalytic activity, thermostability, and substrate specificity, identifying high-potential mutants to support yield and productivity optimization and assist in production cost control.

  • Structure-Activity Optimization

    AI combined with molecular dynamics simulation enables structural modeling and functional prediction of enzyme proteins, supporting exploration of enzymatic properties and applications.
  • Catalytic Enhancement

    Optimizes catalytic activity, thermostability, and substrate specificity to support yield and productivity optimization.
  • Process Guidance

    Predicts in vitro degradation risks to guide mutagenesis and process optimization.
  • Design Optimization

    Transitions from random mutagenesis to rational design, reducing experimental workload by over 50%.
  • Industrial Translation

    Integrates computational prediction with wet-lab validation to accelerate the translation of enzyme preparations from lab to industrial-scale applications.
  • Patent Positioning

    AI generates novel enzyme sequences and modification strategies, supporting differentiated enzyme sequence design and intellectual property positioning.

c84d956ddf21b01213a7a5ac91f5f56d.jpg