DataHowLab Spectra

Integrated Spectral Data Analysis

A complete solution for spectral data analysis and modeling

DataHowLab Spectra is an additional DataHowLab module designed to significantly enhance the handling and utilization of spectral data, including Near-Infrared (NIR) and Raman spectra, and enhance spectral data anaylsis. 

DataHowLab Spectra provides a comprehensive analytics suite—from initial spectral data storage and contextualization to advanced spectral data preprocessing, manipulation, model training, evaluation, and optimization. Take an integrated approach to process and spectral data analytics with DataHowLab and DataHowLab Spectra.

Guided Soft-Sensor Generation Workflow

The module provides a structured approach to soft-sensor generation, guiding users through each step of the process. From pretreatment to model training, DataHowLab-Spectra offers an intuitive workflow that simplifies the development of predictive models, ensuring robust and reliable performance.

Versatile Modeling Capabilities

DataHowLab Spectra supports both linear and non-linear modeling techniques, catering to a wide range of analytical needs and complex data relationships. This flexibility allows users to choose the most appropriate model type for their specific applications and achieve more accurate predictions.

Offline and Online Modalities

With the capability to operate in both offline and online modes, DataHowLab Spectra provides the versatility needed for various operational contexts. Users can train models offline and deploy them online for real-time monitoring and control, facilitating dynamic adjustments and enhancing process efficiency.

Centralized Data and Model Management

DataHowLab Spectra ensures that both data and models are centralized, fostering a collaborative environment where information is seamlessly shared across teams. This centralization not only streamlines workflows but also enhances data integrity and consistency throughout the bioprocess development lifecycle.
A holistic bioprocess
solution for your
organization
Available with DataHowLab & Projects
Available as a custom project
Modalities
Mammalian
Microbial
Cell therapy
Gene therapy
mRNA
Unit Operation
Upstream
Downstream
Formulation
Spectroscopy
Full Product Lifecycle
Preclinical
Phase 1
Phase 2
Phase 3
Commercial
Objective
Screening
Optimization
Scale-up
Characterization
Qualification & validation
Monitor & control
Sectors Served
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Meet with one of our bioprocess development experts for a demo of DataHowLab and see how holistic digital modeling, data analysis, and data management can transform your operation.

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