What's included?

75% Faster Process Development with AI-Driven DoE Optimization
Life Sciences

75% Faster Process Development with AI-Driven DoE Optimization

Take Action

Accelerate Your Process Development

Key Achievements

0 %

Faster DoE cycles

0 %

Higher Efficiency

0 %

Real-Time Visibility

0 %

Fewer Experiments

Client Overview

A global API manufacturer with leading pharmaceutical customers worldwide. With a strong focus on quality and speed to market, the company specializes in advanced pharma process development techniques. Their commitment to innovation led them to embrace digital solutions for continuous process manufacturing.
Company

Industry:

Life Sciences

Location:

USA

The Challenge

Traditional process optimization using design of experiments (DoE) significantly delayed the client’s development timelines. These methods were costly, resource-intensive, and restricted scalability. The lack of contextualized data further limited insights, impacting the overall efficiency of new product introductions.

Slow manual DoE delaying time to market

High resource demands for traditional experiments

Limited ability to use historical data insights

Lack of scalability in laboratory operations

Solutions

Quartic integrated real-time experimental data from NIR and GC analyzers using the iLuminator, enabling industrial data contextualization and insights. The PD Optimizer applied small-data ML techniques for predictive process optimization, significantly reducing the need for additional wet-lab experiments. This enabled faster, scalable API development with improved outcomes in design of experiments optimization.

AI-Enhanced DoE Solutions Delivered

  • Contextualized experimental data
  • ML-driven process setpoints
  • Predictive in-silico modeling
Solution Dashboard

Results & Benefits - Quantifiable Business Impact

By leveraging Quartic’s predictive AI tools, the manufacturer cut DoE time by 75% and reduced experimental overhead. This improved agility, minimized costs, and enabled a future-ready foundation for QbD and tech transfer.

The result: better margins, faster market readiness, and stronger competitive edge in pharma process development.

Results

Quartic Solutions in Action

iLuminator Icon

iLuminator

Enabled real-time industrial data contextualization from lab systems, driving data-driven decisions.

iLuminator Screenshot
PD Optimizer Icon

PD Optimizer

Powered predictive process optimization using small-data ML, minimizing time and cost.

PD Optimizer Screenshot
Automated PAT Icon

Automated PAT

Streamlined analyzer integration for automated assay and quality tracking in continuous process manufacturing.

Automated PAT Screenshot

With Quartic’s PD Optimizer, we drastically reduced our development cycle, increased productivity, and cut lab costs significantly—transforming our operational approach.

Chief Technology Officer Global API Manufacturer

More

Explore More on Intelligent MOM