Digital Solutions
We are committed to delivering Digital Solutions to accelerate semiconductor innovation.
Digital Solutions for the Semiconductor Industry
We apply advanced analytics methods to design and optimize our products in R&D, Quality, and High Volume Manufacturing while ensuring data security in our sensitive environments. We develop and scale digital solutions to serve our customer's needs.
Our Industry’s call for novel digital solutions
The semiconductor industry is demanding to drive higher yield, produce with zero defects and reduce time to market to meet the ultimate goal - the "ideal ramp".

Our Ideal Ramp
- TODAY – Material quality problems still get solved through traditional approaches and take months or years to resolve.
- WITH US – Rather than defaulting to solving problems by developing lengthy processes, we are utilizing innovative data techniques that could resolve challenges just in days or weeks.
With the right digital tools, processes, and mindset, we can enhance our products and performance while creating superior outcomes for our customers across the value chain.
Unlock the power of Data & Analytics
Our approach starts at the production level, which is at the center of the supply chain, interacting with customers and partners. We gain learnings from the use of the right technology or system and then adapt and scale as needed. This also helps to accelerate new material development in the future as we transfer the learnings in R&D in a systematic way periodically.


Precise quality
We improve materials quality by establishing predictive models.

Data sharing & analytics
We apply a structured 4-step approach to deliver scientific results:
- Data Exchange
- Data Analytics
- Scientific Justification
- Long-term Predictive Modeling
Standardized Templates for Model Overview, Training, Analysis, Handover to SMEs
Accelerate Data Sharing & Analytics via automated workflows on platform:
● Scalability: Standardized templates enable efficient and systematic evaluation
● Speed: Train hundreds of Machine Learning Models in weeks
● Impact: Validate hypotheses in only weeks instead of months
Download slides
To learn more about our presentation with Micron at SEMICON West 2023, fill out the form below and download slides.

Faster Innovation
Through our advanced data analytics problem-solving approach in action, we reduce learning cycles by combining data- and physics-driven approaches for innovation.

Learning Cycles
Transfer data-driven learnings from High Volume Manufacturing to R&D: Deliver long-term benefits by accelerating new materials development and ramp-up for new technology node.

Optimized production
We establish long-term control strategies for self-aware and self-adapting production to minimize the influence of raw material lot-to-lot variations and process variations.
Real-time Quality Monitoring
Interested to learn more?
Find more detailed information about Digital Solutions in our webinar, article, and podcast!
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Webinar Series
Join our webinar series to discover how we are delivering integrated materials solutions to speed innovation. This webinar is presented by Kutup Kurt, Head of Operations of Digital Solutions, and co-hosted with SEMI.
Related Assets
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White Paper
Join us in unlocking the transformative power of GenAI in chip design and semiconductor material discovery.
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Semi Digest Interview
Discover how we focus on leveraging data in R&D, quality, and supply chain to solve industry challenges and accelerate learning cycles.Learn more -
Blog Article
Meet Kai Beckmann, Member of the Executive Board, and hear his perspective on semiconductor industry challenges in supply chains, data, and sustainability.learn more -
Live from SEMICON West
Listen to our podcast about semiconductor topics including AI, the chip shortage, and big data by Anand Nambiar, Executive Vice President of Semiconductor Materials.Learn more
Want to connect with us?
Contact us if you have a technical question or if you are looking for an expert at Digital Solutions.