Data Management

Secure, cloud-based image data management built for pharma R&D. Store, share, and track every step from raw image to report with full traceability.

4K microstructure render of a DigiM pharmaceutical sample showing internal phase composition at high resolution
Full field-of-view pharmaceutical tablet microstructure image showing internal phase distribution and pore network
Data Management

Worry Free Data Management

digiM I2S manages image data through a web browser user interface. In addition to the imaging data, I2S further manages the entire life cycle including analysis workflow, storage, and computational resources. All images, their corresponding sample information, imaging conditions, intermediate segmentation and analysis results are organized and searchable through a database.

Secure cloud server room infrastructure representing digiM I2S cloud-based data storage and management
Data Management

Regulator Ready

I2S features 21 CFR part 11 compliance as required by FDA regulations ensuring proper records and electronic signatures of all work done in the platform, with full audit trail support. This compliance amplifies the reliability, reproducibility, and accountability of all work done ensuring your images and analysis will be regulatory submission ready.

FDA 21 CFR Part 11 compliance certification logo representing regulatory-ready data management
Upscaled FIB-SEM image 4 of a pharmaceutical sample showing cross-sectional material phases at nanoscale resolution
Data Management

Any Images

I2S supports any images, including micro-CT, SEM, XRM, CryoEM, Light Microscopy, Raman Image, MRI, digital photo, and more .

SEM image of spray dried particles managed within the digiM I2S data management platform for analysis and traceability
Data Management

Visualization Automation

Under I2S, routine visualization tasks are fully automated. Using 3D micro-CT as an example, cross sections, slice and view movies annotated with slice number and orientations, and rapid 3D renderings are generated with a click of one button for a single data volume of hundreds of gigabytes.

Spatial distribution analysis plot generated from managed image data showing particle distribution patterns
Upscaled FIB-SEM image 4 of a pharmaceutical sample showing cross-sectional material phases at nanoscale resolution
Data Management

Collaborate, Securely

Flexible and secure access controls and permissions settings allow multiple users to collaborate on complex workflows. For example, one user can focus on denoising, the other two on segmentation, and a fourth user on modeling. The users can collaborate on different analysis workflow steps, different datasets in the same sample, different samples, or different projects concurrently or sequentially, using  any devices, from anywhere in the world, at any time.

Illustration of team collaboration using digiM I2S data management platform with image and analysis result panels
Data Management

Manage to get More Value

I2S data management is an enabling technology. By storing and managing all segmented images, analysis outputs and visualizations in a centralized hub, a user can easily compare, quantify, and make decisions. Direct connections to prediction software such as dissoLab and AI systems such as seg2D and ssGAN platforms creates easy interaction with all digiM software platforms.

Data management workflow diagram showing the flow from raw image acquisition through analysis to reporting in digiM I2S
Upscaled FIB-SEM image 4 of a pharmaceutical sample showing cross-sectional material phases at nanoscale resolution

Transform Your Program with Microstructure Science

Get started with a drug product digital twin.

Purple tablet dispersing into a fine particle cloud, illustrating drug microstructure disintegration
Upscaled FIB-SEM image 4 of a pharmaceutical sample showing cross-sectional material phases at nanoscale resolution
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AbbVie logo
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Bausch Health logo
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Bristol Myers Squibb logo
Bristol Myers Squibb logo
Merck logo
Merck logo
Moderna logo
Moderna logo
Novartis logo
Novartis logo
Pfizer logo
Pfizer logo
Johnson & Johnson Innovative Medicine logo
Johnson & Johnson Innovative Medicine logo
Roche logo
Roche logo
Mirati Therapeutics logo
Mirati Therapeutics logo
Genentech logo
Genentech logo
Lonza logo
Lonza logo