Semiconductors and Electronics Products

Safer, Better, Sustainable, and Diverse Products

Combining human and machine intelligence to develop and manufacture semiconductors better, cheaper, and faster.

New generation of products consumer products are needed every 18 months. Research and new product development is the lifeblood of the semiconductor industry.


Process & Materials

Design & Scaleup

Metrology & Testing



network of people


Selected Case Studies


45% reduction in scaleup costs through automation of cause-defect identification using past data

Self-Organizing Data Knowledge Discovery Knowledge Network Big Data Analysis Machine Learning Machine Vision Automation Bots


New materials development using predictive machine-learning

Self-Organizing Data Big Data Analysis Automation Bots Knowledge Discovery Machine Learning

clock with buttons and semiconductor

Reduce 80% of manual labor by automating QA, QC, and R&D report creation

Self-Organizing Data Big Data Analysis Knowledge Discovery Machine Learning Global Collaboration

technology with calculator

Automate SEM image analysis in process development reducing defects

Self-Organizing Data Knowledge Discovery Knowledge Network Big Data Analysis Machine Learning Machine Vision Automation Bots

cloud data

Automation of competitive intelligence gathering, marketing data analysis, and demand prediction

External Knowledge Search Automation Bots Papers and Patents Big Data Analysis Machine Learning


Language AI and automation of papers, patents, and web search for technology scoping and legal groups

Self-Organizing Data Knowledge Discovery Big Data Analysis External Knowledge Search

Solutions for Semiconductor Companies

Nuron offers standard and customized modules and bots to automate work of all engineers, scientists, and marketing professionals working in different organizations in semiconductor companies

Self Organizing Data Lake

Centralize and connect all scientific, engineering, manufacturing, and marketing data.

  • Automatic capture and organization of data from R&D, pilot, and manufacturing 
  • 50%-70% reduction in experimental cost and time using similar experiment and design explorer 
  • Reduced cost and time for pilot trials 
  • > 95% elimination of technology transfer gaps and inefficiencies. 
  • Track and monitor all data
  • and many more use cases

Knowledge Discovery

Powered By NuronAI

One-click search into all data and knowledge

  • AI-search into all internal documents
  • Interactive search in all data from R&D, manufacturing, QA/QC, etc.
  • Image search
  • Machine-reading to provide relevant information
  • Automated search in papers and patents
  • Automated and personalized web search web search
  • Automated search into materials and chemicals related websites
  • and many more use cases

Data Analysis Automation

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Centralize, democratize, standardize, and automate data analysis across all organizations

  • Empower everyone to do effortless complex analysis
  • > 95% reduction in time and efforts for complex analysis, such as, gap analysis, DoE, and other data analyses.
  • Automate complex image and video analysis workflow
  • Analyze text data with purpose-built language AI
  • Implement best data analysis practices
  • and many more use cases.

Knowledge Network

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Self-learning and self-evolving pharma and medical knowledge network.

  • Find connections and associations among process parameters, material properties, analytical measurements, experimental and production conditions, and other technical information from millions of papers, literature, documents, and images.
  • Recommendations for similar documents, reports, papers, patents, etc.
  • > 90% reduction in time for text analysis using machine-reading, such as risk analysis, and information extraction
  • and many more use cases.

Report Automation

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Automate report and presentation generation using all data from, external sources, papers, and patents

  • > 70-90% reduction in time and efforts to prepare reports and presentations
  • Automate generation of reports and records of bathes, samples, DoE runs, etc.
  • 95% reduction of risk of missed information

Democratize Machine-Guided Decision-Making

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Enable everyone to build and deploy machine-learning models without coding

  • Use ML with structured, text, and image data
  • Predict experiment outcomes, formulation properties, product performance, etc. using all accumulated data
  • 40-80% reduction in number of experiments
  • > 95% reduction in failure risks
  • and many more use cases.

Seamless Global Collaboration

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Enable collaboration and knowledge sharing across your global workforce 

  • Eliminate tech transfer gaps
  • Capture and preserve institutional, tribal, and personal knowledge of each scientist, engineer, and medical professional
  • Enable effective and global collaborations
  • and many more use cases.