SQream for Manufacturing

Harness the power of GPU-accelerated analytics to drive smarter, faster decision-making across your manufacturing processes. From Fault Detection and Classifications (FDC), Yield Optimization, Design, to Wafer Manufacturing and Device Testing, with SQream you can easily process massive datasets, enabling accurate predictions, optimized resource allocation, and enhanced operational efficiency. See what your manufacturing data can really do with SQream’s scalable, high-performance solutions.

 

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Fault Detection and Classification

Challenge

Detecting equipment anomalies early enough to prevent downtime and costly maintenance is challenging due to the sheer volume of operational data and difficulty identifying subtle anomalies.

Solution

SQream’s GPU-accelerated engine processes massive datasets quickly, identifying anomalies and predicting equipment anomalies to enhance predictive maintenance and minimize disruptions.

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Yield Optimization

Challenge

Semiconductor manufacturing involves complex, high-precision processes where even minor defects can significantly impact yield and profitability. Analyzing vast amounts of production data to identify and mitigate these defects is a critical challenge.

Solution

SQream's GPU-accelerated analytics platform enables semiconductor manufacturers to efficiently process and analyze massive datasets, facilitating rapid defect detection and process optimization to enhance yield and profitability. SQream’s high-performance data processing enables precise forecasting of future trends in the demand for chemicals and gases by analyzing large-scale manufacturing data and considering factors like technological advancements, production volumes, new device development, and market dynamics.

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Resource Optimization

Challenge

Optimizing resource allocation and identifying bottlenecks in production is difficult without accurate demand forecasting and efficient data analysis.

Solution

Leveraging advanced machine learning models on massive datasets, SQream can help you predict demand, pinpoint bottlenecks, and optimize resources, driving greater efficiency and output.

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Applying Context to Data: Complex Queries Simplified

Challenge

Transforming data from intelligent devices into actionable intelligence with the right context.

Solution

SQream's platform excels in handling complex, multi-dimensional queries, ensuring that data from intelligent devices is analyzed with the necessary context. This capability translates into actionable insights, driving safe and efficient manufacturing operations.

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Maximizing Insights, Minimizing Costs

Challenge

Your data keeps growing, and you find yourself paying increasingly more for computing power, simply to manage and analyze it all, leading to compromises like analyzing only a small portion of your data or avoiding complex queries.

Solution

At half the cost and double the performance compared to traditional systems, SQream empowers companies to extract value from their data at an exceptional cost-performance ratio, so you no longer have to choose between thorough analysis and manageable costs.

SQream doesn't have to replace any existing component in your current data stack; it supercharges them, enhancing and accelerating processes that require a performance boost. Our technology improves your current data infrastructure, enabling your organization to manage and analyze data more effectively without a complete system overhaul.

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Data integration

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ML & Data Science

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Infrastructure

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Business Intelligence and Visualisations

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