Yield Optimizer software is the next incarnation of analytics on the evolutionary scale. The software’s disruptive technology analyzes relationships between multivariant data and their complex interactions. By examining any set of conceivable inputs and outputs, Yield Optimizer software identifies the relationships and interactions that lead to positive operational changes. Easily understood visuals empower even casual users to understand what is important before making adjustments.

Yield Optimizer software evaluates multiple models and suggests the best one for the data. Using machine learning, it examines the interactions between in-process metrology readings and end-of-line test results for any semiconductor product family and recommends changes to the in-process metrology targets. When licensed as a service, it enables users to leverage an on-demand infrastructure to apply easily understood workflows for complex analytics without the overhead.

Discover Defect software readily integrates into any wafer or panel production environment. It flexibly brings together all pertinent fab information, including defect, sort, metrology, wip, and electrical, into a single big data-capable solution. Its speed and up-time are world class.

Discover Defect software will pay for itself repeatedly by enabling its users to identify and solve problems, as well as to monitor and alarm on known areas of concern quickly and accurately. The product is designed to improve both throughput and yield while simultaneously reducing manufacturing costs.

Expand your yield analysis capabilities with the power of the Discover Yield software module. Discover Yield software’s patented data mining capabilities and advanced statistical analysis allow for highly sophisticated, interactive root cause analysis. Discover Yield software gives you the power to deep-dive into your data to uncover even the most difficult-to-identify systemic process issues.

Discover Yield software helps reduce the time it takes to find root causes of yield excursions and enables manufacturers to broaden their analysis scope for better yield management.

The software includes data acquisition and integration, a development environment through workflow and scripting, and specialized analysis algorithms to identify domain-specific issues, such as data mining, spatial anomalies, wafer processing sequence problems, commonality of effects, system and random yield loss, chamber matching, tool events, traceability and more. In addition, Discover Yield software provides distinct tools – principal components and multivariate analysis of variance (MANOVA) – that allow systematic, simultaneous examination of multiple variables. Discover Yield software’s database architecture for genealogy uniquely supports value chain predictive analytics.

Improving baseline yield with analytics

Discover AI software is a disruptive technology that reshapes the way we approach manufacturing line control and yield analysis. It leverages the latest in machine learning and artificial intelligence to identify actionable improvements and connections in data that a human could not. The software’s optimization engine adds a powerful machine learning analytical method to an already sophisticated toolbox of process improvement applications.

By analyzing any set of conceivable inputs and outputs, Discover AI software identifies relationships and interactions that lead to positive operational changes. Easily understood visuals empower even casual users to understand what is important before making adjustments.

Discover AI software evaluates multiple models and suggests the optimal one for the data. Using machine learning, it examines interactions between in-process inputs and results for any semiconductor product family and recommends changes to in-process targets. Licensed as a service, it enables users to leverage an on-demand infrastructure to apply easily understood workflows for complex analytics without the overhead.