Analysis of DNA and protein sequences through bioinformatic technologies.
Guidance of experimental design and planning by employing the massive database of past directed evolution projects.
Improvement in R&D efficiency with time savings in experimental procedures.
Increase in the accuracy and reliability of experimental data by standardizing the experimental procedures.
Enzyme production and enzymatic catalytic processes being commercialized at scale.
Cost control, quality assurance, and improved product market competitiveness.