Insights for Connected, AI-Actionable Life Sciences
Explore the latest ideas shaping life sciences, with expert perspectives on agentic AI, operating system, architecture, contextualized data, and connected operations.
The Clinical Trial Paradox & The Pragmatic Middle Path: Unifying Biological Boldness with Enterprise IT Risk Management
Vasu Rangadass, President and CEO of L7 Informatics, and Ray Veeraraghavan, VP of Science and AI, examine the clinical trial paradox: pharma takes bold biological risks while IT often defaults to familiar, conventional systems. That divide stalls most life science AI initiatives. Their pragmatic middle path adds orchestration over existing systems instead of replacing them,…
Blog Posts.
Bridging the AI Chasm in Life Sciences: Why Orchestration Platforms Are the Key to Intelligence
AI in life sciences is only as good as the data it’s built on. In this POV by Vasu Rangadass, Ph.D., discover why orchestration platforms are the missing link between fragmented IT systems and AI-ready knowledge, enabling true Agentic AI and intelligent automation. Learn how leading pharma companies are transforming operations with a structured approach…
Building the Future of Cell Therapy: How Cellipont Bioservices Transformed Manufacturing Through Enhanced Quality and Operational Efficiency with a Unifying Platform
Paper-based workflows slow progress in cell therapy manufacturing. For Cellipont, the solution was clear: digital transformation with L7|ESP. By replacing manual inefficiencies with streamlined, automated processes, Cellipont improved quality, compliance, and operational efficiency—setting a new industry standard. Learn how they achieved a fully digitalized, future-ready manufacturing ecosystem.
Unleashing the Power of Gen AI: It’s All About the Data
Generative AI is transforming life sciences, but its success depends on high-quality, structured data. Read the blog post and learn how contextualized data, knowledge graphs, and ontology integration enhance AI performance and drive innovation.
Breaking Down Data Silos in Life Sciences for Smarter AI
In this POV, Vasu Rangadass, Ph.D., explains why a unifying platform approach is key to achieving smarter AI, streamlined workflows, and real-time insights that transform R&D and manufacturing operations.
Why Disruptive Technology is the Key to Transforming Life Sciences
L7 and Zaether discuss the critical role of disruptive technology in reshaping life sciences. From breaking silos to enabling AI-driven insights and streamlining tech transfer, their partnership offers a path toward systemic transformation. Learn how unified platforms and collaboration accelerate innovation and improve patient outcomes.
Scaling Biomanufacturing for the Future: Why Data as an Asset is Non-Negotiable
In this POV, Steven Barash highlights the critical role of digital infrastructure and why treating data as an asset is key in scaling cell and gene therapy manufacturing. He offers a bold vision for future-proofing biomanufacturing and ensuring patient access through data-first strategies.
The State of Biomanufacturing Today: Why Digital Change Can’t Wait
In this POV, Steven Barash explains why modernizing digital infrastructure isn’t optional—it’s essential to eliminating delays, reducing risks, and keeping pace with biotech innovation.
Take a Look Inside the Latest Version of L7|ESP®, Version 3.4
L7|ESP® includes various new capabilities and enhancements to boost your efficiency and ROI. Read the blog to learn more.
Saying “No” to the Status Quo: How The Jackson Laboratory is Unlocking Research Excellence
L7|ESP® enabled JAX to orchestrate and execute their scientific workflows, thereby contextualizing their data to unlock its full value.
L7|MASTER®, A Digital Low Code Authoring Tool to Digitalize Science Across Research, Therapeutics, and Diagnostics
L7|MASTER®, a foundational application of the L7 Enterprise Science Platform (L7|ESP®), is a low code/no code authoring tool that enables the creation of any scientific data and process model as a single digital standard, similar to the MP3 file for music.
L7 MES, The Comprehensive Manufacturing Execution System for the Precision Therapeutics Workflow
L7 MES streamlines entire productions in the pharmaceutical industry while enabling review-by-exception manufacturing and ensuring 21 CFR Part 11 compliance for the production of small molecules, biologics, and CGT products. L7 MES is part of the Unified Platform L7|ESP® where manufacturing execution system data resides in the same database as LIMS and inventory data. It…
L7 Scheduling Builds on Embedded Workflows to Maximize Production Capacity and Operational Efficiency
L7 Scheduling efficiently manages the schedules of personnel, workgroups, locations, equipment, and custom resources. It dynamically and automatically links these schedules to entries and "schedulable" data sources. This functionality is invaluable for laboratories and therapeutic manufacturing units, ensuring streamlined operations and optimized resource utilization.