Reaction Yield Prediction
Yield, predicted up front.

Predict reaction and manufacturing yield, and synthesizability, from structure and process data.

Yield & Synthesizability module in the Lead AI Platform
Supported workflowManufacturing Yield & Synthesizability Prediction

Why teams come
to us for this.

Yield varies widely, and discovering poor yield or synthesizability after production starts is a costly, repeating loss.

  • Candidate designs screened before physical production
  • Yield predicted from structure and process variables
  • Documented reduction in trial-and-error cost in a biopharma application

Manufacturing yield and synthetic accessibility, predicted up front.

01

Structural and process inputs

Structure and process variables combined, not structure alone.

Yield & Synthesizability — Structural and process inputs
02

Predicted yield

Every candidate design gets a predicted yield before production starts.

Yield & Synthesizability — Predicted yield
03

Pre-production screening

Compare designs computationally before weeks of production work.

Yield & Synthesizability — Pre-production screening
04

Synthesizability prediction

Predict whether, and how well, a target compound can be made.

Yield & Synthesizability — Synthesizability prediction

Want Yield & Synthesizability running on your data?

Tell us the process or prediction you need. We'll map it to a module, a deployment and an honest timeline.

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