Logilab ELN

Logilab ELN, developed by Agaram Technologies, is an AI-ready, cloud-based Electronic Lab Notebook designed to modernize laboratory recordkeeping for research, QC, and regulated environments. Accessible through any browser, it combines the familiarity of a spreadsheet-style interface with advanced scientific documentation capabilities, multi-step protocol execution, and integrated sample management. The platform is purpose-built for R&D and QA/QC teams seeking to eliminate paper-based processes while maintaining full compliance with 21 CFR Part 11, EudraLex Annex 11, and GLP guidelines.

Logilab ELN delivers measurable operational improvements, including up to 35% faster documentation, 50% improvement in audit preparation speed, 30% fewer transcription errors, and 25% faster collaboration across QC and R&D teams. Customers such as the Centre for Process Innovation (CPI) in the UK have deployed the platform to replace legacy systems and transition to a secure, cloud-based laboratory environment.

Flexible Labsheet and Multi-Step Protocol Design

• Create customized labsheet templates using a familiar spreadsheet-style interface within the ELN
• Build multi-step protocols to standardize complex workflows across scientific documentation and experimental procedures
• Maintain version control for both labsheets and protocols to preserve data integrity and traceability
• AI-powered template creation from legacy files to optimize data migration and reduce repetitive design tasks

Seamless Experiment Execution

• Execute experiments using labsheets or multi-step digital workflows directly within the ELN
• Capture experimental data in real time, linking results to samples, instruments, and operators
• Apply electronic signatures and follow multi-stage approval workflows for GxP compliance

Project Management for R&D and QC Labs

• Plan, assign, and monitor lab activities across projects directly in the cloud ELN
• Link experiments, samples, and results to specific project milestones
• Track progress, timelines, and responsibilities for improved cross-team coordination
• Centralized project dashboards provide QC and R&D teams with real-time visibility on experiment status and pending approvals

Integrated Sample and Material Management

• Create and manage material samples within the ELN for research, QC, and clinical workflows
• Track sample usage and hierarchies, maintaining end-to-end traceability from registration to disposal
• Track chemicals, reagents, and consumables with barcode labelling
• Record usage history and define custom metadata fields for every sample

Built-in Equipment Management

• Track instrument usage across experiments
• Manage instrument calibration, maintenance, and qualification intervals and records
• Ensure only calibrated and maintained instruments are used in experiments for compliance-ready workflows

Instrument Connectivity

• Support for RS232, TCP/IP, and cloud-based instrument data flows to eliminate manual transcription
• Link instrument readings directly to experiments and samples for full traceability
• Manage instrument qualification, calibration, and preventive maintenance schedules to ensure only compliant instruments are used in active experiments
• AI-based parsing engine via Logilab SDMS to extract data accurately and easily from instruments

Compliance and Data Integrity

• Fully aligned with 21 CFR Part 11, EudraLex Annex 11, and GLP guidelines
• Supports ALCOA+ data integrity principles for reliable, audit-ready data
• Features include comprehensive audit trails, electronic signatures, and role-based access controls

Connected Laboratory Ecosystem and Integrations

• Out-of-the-box integration with Logilab SDMS for automated instrument data capture
• Seamless connectivity with Qualis LIMS for unified sample and data management
• API support for integrating with third-party ELN, LIMS, and scientific data systems
• AI-ready architecture ensures future compatibility with emerging machine learning and automation tools

Logilab ELN is available as a cloud-based platform accessible via any browser, and also offers a Free Edition that includes essential features such as labsheet and multi-step protocol creation, sample tracking, and secure cloud storage. The solution is part of Agaram Technologies' broader laboratory informatics portfolio, which includes Qualis LIMS, Logilab SDMS, Qualis DMS, and Interfacer Middleware.