SIMCA®
Data is one of your company's most valuable assets. Hidden within daily process data and experimental results are the answers needed to reduce waste, increase revenue, and identify new business opportunities. With an advanced data analytics solution like SIMCA®, you and your teams can tackle ambitious omics projects, model complex systems, and gain the deep process understanding required to drive growth.
SIMCA® is not just for data scientists. With SIMCA®, you do not need a PhD in statistics or programming to perform data mining, multivariate calibration, and predictive modeling. SIMCA® democratizes data science by empowering R&D, Operations, Quality Engineers, and PAT specialists with the multivariate tools, data visualizations, and process intelligence needed to:
- Identify important trends, clusters, and hidden insights within data
- Collaborate effectively and communicate findings
- Tackle specialized applications such as spectroscopy and omics analysis
- Make data-driven decisions and implement Quality by Design (QbD)
- Save time, money, and resources across the organization
- Categories: Process Analytical Technology and Data Analytics | Data Analytics Software |
Apply the Power of MVDA to Multi-Omics Big Data and Spectral Analysis
The adoption of data-intensive analytical approaches such as spectroscopy and multi-omics big data in the pharmaceutical industry and beyond creates significant challenges in data analysis and interpretation. SIMCA® Omics and Spectroscopy add-ons are designed to streamline the use of advanced analytical methods such as OPLS and O2PLS, enabling faster, more reliable, and actionable results.
Deepen System and Process Understanding with MVDA
Whether you are conducting R&D projects, managing a production site, or working on the manufacturing floor, success depends on clearly understanding your system or process. SIMCA® provides a comprehensive toolkit for data mining, multivariate data analysis (MVDA), and model interpretation, enabling you and your team to build robust models from historical data, identify sources of variability, predict future behavior, and proactively prevent systematic issues.
Ensure Process Health and Manufacturing Performance
When operating a multi-step manufacturing process, every stage must be carefully controlled to ensure final product quality. SIMCA® helps determine exactly what to monitor, how to avoid quality issues, and how to improve productivity and yield by measuring how each process step contributes to critical outcomes.
Discover New Opportunities
Trial-and-error approaches have limitations when it comes to innovation. With SIMCA®, you can use data-driven methods and virtual screening to test new ideas faster and more cost-effectively than ever before.