Invert Analyze

Invert Analyze is a bioprocess data analysis platform designed to help scientists and process development teams explore, visualize, and interpret their bioprocess data in seconds rather than hours. Built specifically for bioprocess workflows, it replaces tedious spreadsheet workarounds with a modern, intuitive point-and-click interface that can be implemented in weeks, not years.

The platform is purpose-built to handle the unique demands of bioprocess data, including time-series normalization, unit conversions, formula automation, and rich contextual annotations — all without requiring deep technical expertise to get started.

Core Visualization Capabilities

• Filter and select runs quickly, then begin visualizing data within seconds.
• Perform all standard bioprocess visualizations in a single, unified interface.
• Run side-by-side group analyses that would be painstaking in a spreadsheet, completed in just a few seconds.
• Overlay online and offline data from multiple runs in a single view for easy cross-run comparison.
• Automatic time-series normalization and other usability enhancements built in by default.

Formula and Conversion Tools

• Define a formula once and it will automatically update as new data comes in, eliminating manual recalculation.
• Standardize metric conversions across multiple sites to ensure consistency.
• Automatically convert between scales and handle molarity calculations with ease.
• Use a no-code formula builder to leverage powerful Python libraries without writing code directly.
• Technical users have the option to write and execute Python code directly within Invert.

Rich Context and Annotations

• Overlay images, videos, and text annotations directly alongside time-series data, exactly where they are most relevant.
• Record non-data observations such as deviations and sampling events — content that traditional spreadsheets are not designed to handle.
• Create Reports that combine rich visualizations with written commentary for clear, shareable findings.
• Share reports with colleagues easily, eliminating the need for screenshots, clunky PDFs, and misplaced files.

Platform Features and Usability

• Modern, intuitive point-and-click UI designed for bioprocess scientists at all technical levels.
• Purpose-built for bioprocess data analysis, offering speed and ease of use not available in generic tools.
• Integrates with Invert's broader platform, including data management tools for cleaning, structuring, and transforming bioprocess data.
• Connects with Invert's modeling capabilities for process optimization and experimental design.

Invert Analyze is part of a broader bioprocess intelligence platform that also includes data acquisition, harmonization, unification, and AI-powered analysis through Invert Assist. The platform is designed for gene therapy, cell therapy, and antibody and protein workflows, with compliance resources available to support regulated environments.