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Many process manufacturing companies collect vast amounts of operational data, yet only a fraction is effectively utilized. Traditional tools like Excel fall short in handling the complexity of time-series data—struggling with issues related to volume, context, alignment, gaps, and calculations. Performance Validation (PV) has partnered with Seeq to bring advanced industrial analytics to process manufacturing. Contact us today to learn how you can leverage data to improve future performance.
Unlock Your Industrial Data
Implement an advanced analytics platform designed for process manufacturing data, helping organizations turn raw data into actionable insights. It enables real-time monitoring, collaboration, and predictive analysis for pharmaceutical manufacturing.
Key features include:
- Accelerated R&D and improved decision-making
- Data wrangling, investigation, and predictive analysis tools
- Integration with data sources like historians and cloud apps
- Applications like Workbench, Data Lab, Organizer, and AI Assistant
- On-premises or cloud deployment options
- Real-time monitoring and batch quality prediction
The PV Process for Advanced Data Analytics
At PV, we help pharmaceutical and life sciences organizations leverage advanced data analytics to address challenges and optimize operations. Using Seeq’s industrial analytics platform, we enable faster, data-driven decisions that streamline R&D and manufacturing processes. Explore our process below.
Step 1: Define the Problems You Want to Solve
PV collaborates with you to define key challenges in R&D and manufacturing. We develop use cases to unlock valuable insights from process manufacturing data analytics, supporting initiatives such as:
- Enhancing Overall Equipment Effectiveness (OEE) to reduce bottlenecks and increase throughput.
- Identifying anomalies between production batches for continuous improvement.
- Monitoring machine performance data for predictive maintenance.
Step 2: Implement Data Analytics Tools
With expertise in Seeq’s industrial analytics platform and biopharma manufacturing, PV helps you:
- Develop tools that empower organizations to derive actionable insights from their data.
- Identify existing and required data sources.
- Build connections to enable real-time analytics.
Step 3: Perform GxP Validation
Seeq must be validated in a GxP environment when used in regulated pharmaceutical processes. PV provides validation services to ensure compliance with regulatory requirements, including:
- Configuration to meet industry standards.
- Documentation and testing.
- Compliance verification with FDA and EMA regulations.
Accelerate Insights & Maximize Savings
PV is here to help you implement and validate your process manufacturing data analytics tools from Seeq so you can experience the following benefits:
- Faster Time to Insight: Reduce analysis time and quickly identify opportunities for process improvements.
- Data-Driven Decision Making: Transform raw operational data into actionable intelligence to drive informed business decisions.
- Improved Operational Excellence: Enhance efficiency, reduce downtime, lower costs, and improve product quality through data insights.
- Cost Savings: Identify inefficiencies, minimize defects, and reduce energy consumption for significant financial benefits.
- Flexibility & Scalability: Deploy analytics solutions on-premises or in the cloud to adapt as your business grows.
How Pharmaceutical & Life Sciences Organizations Use Data Analytics
By leveraging advanced data analytics tools, pharmaceutical and life sciences organizations can gain deeper insights into complex processes, enabling faster decision-making and optimized operations.
- Faster R&D: Enable rapid comparison of experimental data to accelerate drug development and market entry.
- Batch Quality Prediction: Use real-time analytics to optimize process inputs and enhance batch yield consistency.
- Continuous Drug Product QbD Modeling: Apply Design of Experiments (DOE) to model continuous manufacturing processes for improved quality.
- Continuous Manufacturing Monitoring: Gain real-time visibility into KPIs through operational dashboards.
- Process Optimization: Detect inefficiencies and refine manufacturing processes to improve production outcomes.
- Root Cause Analysis: Quickly pinpoint causes of abnormal batch performance.
- Regulatory Compliance: Enhance process control and documentation to meet stringent regulatory requirements.
Innovative Data Analytics Products
PV partnered with Seeq to offer robust data analytics tools to help you rapidly investigate, monitor and optimize your industrial process data using the Seeq Industrial Analytics & AI Suite:
- Seeq Workbench: Analyze, cleanse and calculate process data with the Seeq AI Assistant.
- Seeq Organizer: Create and share interactive dashboards and reports.
- Seeq Data Lab: Apply advanced analytics and machine learning using Python.
By leveraging PV’s expertise and Seeq’s powerful analytics platform, you can transition from passive data collection to proactive, data-driven decision-making—improving efficiency, reducing costs, and ensuring regulatory compliance.
Your Trusted Partner for Process Manufacturing Data Analytics
Ready to enhance your operations with advanced data analytics? Contact PV today to explore how we can help transform your data into actionable insights and drive measurable results.
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