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Thrive IQ: Intelligent Imaging & Analysis

AI-Driven Live Cell Monitoring and Multi-Parameter Data Extraction

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So what is Thrive IQ?

Thrive IQ is a powerful software platform that rapidly extracts label-free, quantitative morphological features from images of cells, colonies, and organoids of all the cells, colonies or organoids in cell culture plates in time series - vastly improving experiments, insights and processes, and enabling data scientists and biologists to both harness modern techniques such as machine learning and data mining.

Thrive IQ, by powering the CellAssist family of live cell imagers enables:
• Real-time cell and colony monitoring
• Phenotypic profiling
• Predictive model development
• Seamless algorithm integration with F.A.I.R.-aligned outputs

For those working on AI in biology, Thrive IQ removes common bottlenecks: no more needing fluorescent labels, no more missing longitudinal data, and no more custom workarounds to get structured data outputs. Instead - you get clean, continuous, non-disruptive, morphology-based data that’s ready to fuel your next discovery.

Connecting Scientists and Data Experts with Smarter Live Cell Insights

Thrive IQ is the software intelligence layer of the CellAssist platform. It bridges advanced data science and everyday research by transforming raw images into structured, actionable datasets. With built-in machine learning, automated analytics, and intuitive visualization tools, Thrive IQ empowers both computational experts and biologists to drive deeper understanding, reproducibility, and faster decision-making across cell culture, stem cell, and organoid research.

The Future of Live Cell Data, Simplified and Scalable

High-Content Data Acquisition

Leverage proprietary phase imaging with Thrive IQ’s structured data capture. Every data set is optimized for downstream analysis, reproducibility, and integration into computational pipelines.

Seamless Scalability

From single-plate experiments to industrial-level studies, Thrive IQ adapts dynamically, making complex data sets accessible and useful for a wide range of scientific and computational workflows.

Designed for All Scientists

Thrive IQ’s interface makes advanced analytics approachable, enabling everyday scientists to access insights while providing APIs and data export tools that meet the needs of computational biologists and machine learning teams.

Always Connected

Stay engaged with experiments from anywhere. Real-time monitoring, alerts, and secure cloud connectivity give researchers and data teams control and confidence in their workflows.

Automated Intelligence

Thrive IQ eliminates bottlenecks with built-in machine learning models for growth tracking, confluence, and morphology. Clear, quantitative outputs accelerate decision-making and free scientists to focus on discovery.

Thrive IQ Features

Collaborative Project Management

  • Enable multi-user, multi-project coordination with role-based access.
  • Schedule, share, and track projects seamlessly across labs and teams

Advanced Data Infrastructure

  • Centralize imaging and metadata with robust storage, encryption, and automated versioning.
  • Thrive IQ ensures every data set is traceable and ready for computational re-use.

Built-In AI Analytics

  • Automated pipelines support cell counting, kinetics, and feature extraction.
  • Thrive IQ’s quantitative phase imaging enhances data depth, producing machine learning–ready outputs.

Flexible Integration

  • Export clean data sets into your preferred analysis environment or integrate directly with third-party ML pipelines.
  • Thrive IQ grows with your computational and experimental needs.

Thrive IQ Benefits

Centralized, Secure Data

  • Thrive IQ organizes imaging data, protocols, and metadata in one place with robust security, making collaboration effortless and compliance automatic.

Empowers AI & ML

  • Accelerate analysis with automated algorithms and machine learning integration.
  • Thrive IQ delivers high-precision insights while enabling custom models for advanced computational biology.

Efficiency and Reproducibility

  • Thrive IQ streamlines acquisition, annotation, and reporting, reducing manual effort, minimizing errors, and ensuring reproducible results from lab bench to data pipeline.

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CellAssist Applications

Discover how Thrive Bioscience's advanced live cell imaging solutions are transforming research with deeper insights, greater efficiency, and unmatched accuracy across diverse applications.

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Questions? Let’s Talk

Connect with one of our expert staff to discuss how Thrive Bioscience technologies can enhance your cell biology research.

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Resources

Learn more about our technologies and their use in advancing cell biology research.

RESOURCES

Poster

Using novel, label free intrinsic biomarkers generated from QPI images to gain earlier and deeper insights into microplate cell cultures

October 27th, 2025

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RESOURCES

Poster

Cell Proliferation Poster from Gannon University

October 9th, 2025

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RESOURCES

Application Note

The CellAssist 50 in BSL-3 Facilities

May 1st, 2025

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