L7 BLOG

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.

EDITOR'S PICK
Lab Digitalization

The AI-Ready Lab: Eliminating App-Hopping in Scientific Workflows

Agentic AI is already cutting app-hopping across HR, IT, and procurement, yet R&D and CMC teams still juggle disconnected LIMS, ELN, and MES systems. In this POV, L7 Founder and CEO Vasu Rangadass, Ph.D., explains how L7|ESP, the agentic operating system for precision science, unifies lab data to make it AI-actionable.

Read: The AI-Ready Lab: Eliminating App-Hopping in Scientific Workflows
LATEST THINKING

Blog Posts.

Platform

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.

6 MIN
MES

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…

4 MIN
Scheduling

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.

8 MIN
Product Update

L7|HUB®, a One-Stop Shop for Standard Digitalized Methods, Much Like an App Library on Your Phone

Are outdated scientific methods slowing you down? L7|HUB®, part of the L7|ESP® Unified Platform, revolutionizes protocol management and accelerates deployment with features like side-by-side comparison and intuitive Bundle creation. Discover how L7|HUB can transform your processes and improve ROI in Brandon Varela's latest blog post.

4 MIN
Customer Story

Supporting Alpine Bio in Their Mission to Transform Plants into the World’s Most Regenerative Ingredient Factories

See how L7|ESP brought consistency and efficiency to the Alpine Bio research processes – a significant increase in sample throughput compared to legacy manual tracking and sample management processes.

5 MIN
Product Update

Streamlining Digitalization Across the Value Chain and Entire Organizations with L7|HUB®

L7|HUB® is a game-changer for scientific protocol management. This no-code, intuitive collaboration and deployment tool is transforming the way teams work together. As part of the Unified Platform L7|ESP®, L7|HUB streamlines collaboration, accelerates the deployment of standard methods and protocols, and supports the digitalization of scientific operations across research, diagnostics, and manufacturing sectors.

4 MIN
Partnership

The L7 and SciBite Partnership Enables AI Implementation Through Ontology-backed Data Unification and Harmonization

Combining L7|ESP with SciBite’s CENtree ontology management solution provides L7|ESP users with a robust, ontology-backed data capture and unification tool that supports complex life science workflows and product supply chains. Not only can it be implemented quickly, it also provides a powerful data management tool aligned with FAIR data principles.

9 MIN
ELN

L7 Notebooks Takes ELNs to the Next Level with Embedded Workflows and Dynamic Linking of all Entities

L7 Notebooks is fully integrated into the L7|ESP® Unified Platform and therefore uses existing L7|ESP workflow configurations to automate task orchestration. This results in expedited notebook entries and supports the execution of Protocols and Workflows from within L7 Notebooks thereby reducing errors by making re-entering data for each step obsolete.

7 MIN
Product Update

We Are Excited To Share Our New Product Release – See What’s Inside L7|ESP v3.3

We’re thrilled to launch L7|ESP® v3.3 with significant enhancements and additions across the entire core platform, empowering researchers, therapeutics development and manufacturing staff, diagnostic testing labs, and entire organizations to maximize the return on investment with its Workflow Orchestration and Data Contextualization capabilities.

7 MIN
CDMO

Embracing Pharma 4.0: How L7|ESP® is Transforming Data Contextualization and Workflow Management for CDMOs

Embrace Pharma 4.0 with L7|ESP®. Discover how L7's unified platform revolutionizes data contextualization and workflow management for CDMOs, enhancing operational efficiency, product quality, and revenue recognition by integrating MES, LIMS, and scheduling applications.

4 MIN
Customer Story

Creating an Efficient and Transparent Laboratory and Data Management Process to Expedite the Formalization of Internal R&D Standard Operating Procedures (SOPs)

See how L7|ESP brings organization, efficiency, and transparency to Think Bioscience’s R&D SOP implementation process, facilitating disparate data collection, tracking, and storing.

5 MIN
AI Infrastructure

Building the Foundation for Artificial Intelligence Applications

Explore the pivotal role of well-managed, structured, and standardized data in leveraging AI and ML across life sciences. Learn about our new data product launches and strategic partnerships that help tackle the industry's challenges in heterogeneity and complexity of data.

6 MIN

Put these ideas to work on your workflows

See how L7|ESP unifies data, people, and processes for AI-actionable science.

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