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.
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.
Advanced Production control through AI-based automatic image classification
We provide software and services for automatic AI-based image classification for your production environment.
You decide if you want a full service for a single control step or to manage all control steps easily by yourself for the whole manufacturing site.
Set up, deploy and monitor AI-assisted automatic image classification in the production environment
For all types of images / No AI experience necessary / Auditable
Semiconductor, MEMS, Electronic industrie
Automatic image classification as a full service for a control step
Camera system optional
Setup, application support and maintenance
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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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
Voice of the customer
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.
Typical projects
In each project we focus on support for self help and establishing a sustainable set up in your organization.
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
The relation model of your data is key for understanding.
Data Modeling Standardization
With a prototype early results on most important use cases give fast insights.
Solution Prototyping
& implementation
Methodology
We help you to fulfill your goals in quality/yield/process stability.
Our Team
Our constantly growing team combines experts with user, data science, IT and consulting experience. We love this versatility and the resulting creativity.
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)
