FAQs

LAB DR-I is a SaaS platform designed to digitize, standardize, and enhance scientific research data according to FAIR principles (Findable, Accessible, Interoperable, Reusable).

It combines the core functionalities of LIMS, ELN, and Order Management into one unified ecosystem powered by artificial intelligence and machine learning — ensuring structured, traceable, and high-quality data.

LAB DR-I is built for public and private research laboratories, universities, corporate R&D departments, and independent researchers who want to simplify data management, improve collaboration, and accelerate scientific discovery through structured databases and AI-driven tools.

Our AI models analyze and learn from experimental data to automatically standardize, detect inconsistencies, and predict experimental outcomes.

Machine learning algorithms ensure data consistency, interoperability, and reliability while providing predictive insights that help optimize workflows, materials, and protocols.

Absolutely. LAB DR-I uses advanced security standards including encryption, controlled authentication, and full audit trails for every record change.

The platform is fully compliant with EU GDPR regulations, ensuring that your research data remain private, traceable, and protected at every stage.

In 2026, LAB DR-I is offered free of charge to encourage collaboration and data collection.

Starting in 2027, a multi-tier pricing model will be introduced, including subscription plans for individuals and organizations. Users who agree to share experimental data will gain free access to the AI/ML module, while all users will benefit from a secure, cloud-based environment tailored to their needs.