Identifying a high-performing KRED for API synthesis
Pharmaceutical Read more

Identifying a high-performing KRED for API synthesis

In a brief 30-minute reaction, the top performing enzyme achieved a 63% conversion to the desired chiral alcohol and delivered perfect stereoselectivity, meeting the stringent purity requirements for pharmaceutical ingredients.

  • 50%

    hit rate

  • 100%

    enantiomeric excess

Increasing Success Rates with Early Feasibility Prediction
Project de-risking Read more

Increasing Success Rates with Early Feasibility Prediction

The introduction of “Feasibility Assessments” —a rapid, preliminary study designed to predict a project’s chances of success before any major investment— led to our overall project success rate soaring from 53% to 85%, providing a level of transparency and risk mitigation previously unheard of in the industry.

  • 78%

    success rate in Enzyme Discovery

  • 93%

    success rate in Enzyme Optimization

From 1.5 Billion Sequences to High-Performing Enzymes in 2 Months
Biotechnology Read more

From 1.5 Billion Sequences to High-Performing Enzymes in 2 Months

The entire discovery-to-validation cycle was completed in a fraction of the time required for traditional approaches, dramatically de-risking the R&D process, lowering costs, and accelerating the timeline for bringing new products to market.

  • 7 laccases

    discovered & validated

  • 99.5%

    lab screening reduction

Delivering a 17x Specificity Boost in 6 Months
Biotechnology Read more

Delivering a 17x Specificity Boost in 6 Months

After five intensive rounds of directed evolution, a leading biotech company had achieved an 8x increase in enzyme activity and a 12x increase in enzyme specificity. However, they had reached a plateau.

  • 67 sequences

    sent to lab

  • 99.8%

    lab screening reduction

Improving Artificial Enzyme Performance with Distal Mutations
Bioremediation Read more

Improving Artificial Enzyme Performance with Distal Mutations

By screening a small number of mutant enzymes, the team discovered two individual single distant mutations —located more than 11 Å from the active site— that significantly improved the enzyme’s properties.

  • +66%

    activity

  • +14 °C

    thermostability

Simpler oxygenated product synthesis by altering enzyme specificity
Bioremediation Read more

Simpler oxygenated product synthesis by altering enzyme specificity

In only one month, we went from a highly specific bacterial peroxygenase to a versatile enzyme capable of hydroxylating both indole and thioanisole, two substrates it previously could not act on. 

  • x3 boost

    catalytic efficiency

  • 2 month

    computational engineering

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