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Yield und Datenanalyse

convanitYield und Datenanalyse

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  • Competencies
  • Imprint
  • c-Alice
  • Project examples
  • Team
  • Partner
  • References
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yield and data analytics

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Expertise

Who we are

In our team we combine users, data analysts and software developers to create concepts, methods and tools in the area of yield improvement and production monitoring.

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Data and method-based production optimization

What we do

Starting from your specific use case, we develop sustainable, production-ready solutions, such as: ML supported image classification and interactive visualizations.

Voice of the customer

References

RF360 Europe GmbH, Thorsten Heuser

We got to know Convanit as a competent counterpart in the area of defect engineering. The elaborated proposals and roadmaps support us in our further development in that area. The collaboration is very professional and trustful and we are looking forward to our next project together.

DuPont, Dan Mattson

Convanit collaborated to create and implement best-fit solutions to challenges in our process and organization.  Their expertise ranging from proactive and predictive measures to advanced analytical and continuous improvement methods stemming from a rich background and as practitioners of emerging approaches equips them with a broad range of capabilities and potential.

Competencies

Yield / Quality

  • yield and reliability improvement
  • defect engineering
  • process control methodology
  • toolmonitoring
  • risk assessment

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Data Analytics

  • centralized access to distributed data
  • data modeling
  • data analysis and reporting application
  • data visualization
  • anomaly and outlier detection
  • yield correlation and prediction, other methods

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AI Applications

  • image classification
  • anomaly & outlier detection
  • defect localization
  • ML supported labeling
  • automated quality control
  • python based pipeline development

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Yield/Quality Data Analytics AI Applications Implementation Software Solutions Consulting

Consulting

  • workshops
  • moderation
  • potential analysis
  • concept development
  • requirement analysis
  • project management

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Software Solutions

  • c-Alice – our AI supported automated Image classification solution for the industry
  • customized web frontends for data access
  • customized interactive dashboard
  • training

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Implementation

  • implementation & deployment support
  • maintenance support
  • application support

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Central part of each of our improvement projects is enabling you to set up a sustainable organization.

What we do

How we do it

c-Alice

Set up, deploy, and monitor AI-assisted automatic image classification in the production environment

For all types of images  /  No AI experience necessary  /  Auditable

More information

Typical projects

In each project we focus on support for self help and establishing a sustainable set up in your organization.

Potential Analysis and Risk Assessment
Solution of an actual Yield problem
Improvement of Defect Engineering Methods
Meta Data Management & Traceability
Prototyping and Integration of Realtime and Offline Data Analysis Use Cases
Applications for Machine Learning and Artifical Intelligence

We help you to understand your data.

We help you to fulfill your goals in quality/yield/process stability.

We help you to enable your organization to use new methodology and software solutions effectively.

Process

We help you to understand your data.

We take your data, put it together to find correlations and answers.

Agile discovery of hidden Insights

Few days (Full Force approach)
15% / 100 %

The relation model of your data is key for understanding.

Data Modeling Standardization

Few weeks (concept phase)
50% / 100 %
Some months (implementation)
100% / 100 %

With a prototype early results on most important use cases give fast insights.

Solution Prototyping
& implementation

Few weeks (prototyping)
50% / 100 %
Some months (implementation)
100% / 100 %

Methodology

We help you to fulfill your goals in quality/yield/process stability.

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We help you to fulfill your goals in quality/yield/process stability.

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methodik

Our Team

Our constantly growing team combines experts with user, data science, IT and consulting experience. We love this versatility and the resulting creativity.

Partner

Work Groups

Leader of Work Group “Yield and Reliability” in the Silicon Saxony e.V.

Leader of the User Group “Yield Enhancement” (Fachgruppe (1.1.3) at the GMM (a VDI/VDE society)

Leader of the User Group “Data Integration and Analytics for Manufacturing” & (Fachgruppe 1.1.6) at the GMM (eine VDI/VDE Fachgesellschaft)

europa-foerdert-sachsen

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