Manage and Mitigate Emergent Product Quality Issues

C3 AI Yield Optimization

C3 AI Yield Optimization uses AI to predict product quality and manufacturing yield issues before they occur, enabling rapid triage and mitigation.

Demonstrated Benefits


Reduction in off-spec product


Accuracy in detecting low-yield batches


Reduction in lab testing required without impacting quality

Next-Generation AI-Based Process Monitoring

C3 AI Yield Optimization Solution

Product yield is variable over time

Key drivers for product quality and yield are inferred through advanced AI techniques

Quality issues emerge without sufficient warning

AI predictions for emerging product issues enable operators to act earlier in the process when mitigation is easier

Lab testing and related data are not integrated with operational data

Near-real-time integration of all relevant data from operational systems, enterprise systems, and external sources (e.g., weather)

Existing solutions do not handle all process types

Native support for continuous, batch, and semi-batch manufacturing processes

Hard to predict impact of reactive solutions on quality issues

Robust and rapid what-if analyses to simulate different conditions

Inefficient collaboration and triage

A unified and integrated application to streamline collaboration across key manufacturing operations

Customer Viewpoints

Jim Hannan Thumbnail
Jim Hannan

Jim Hannan

EVP, CEO Enterprises

“There’s no question that C3 AI has capabilities we haven’t seen before, with something that gives us a platform to drive enterprise AI.”

Roshan Shah thumbnail
Roshan Shah

Roshan Shah

VP, Collaboration & Support Center Operations

“I can buy all the parts, put them together, and try to build a computer, or I could go to an Apple Store and have a computer that works on day one. In more than one way, that's what we're seeing from your platform.”