L7 | Enterprise Science Platform (L7|ESP®)
L7|ESP contextualizes data at the source, orchestrates workflows end-to-end, and makes AI actionable at scale.
the operational backbone of modern life sciences
L7|ESP was built by scientists and engineers who understand that regulated life sciences have demands that generic software was never designed to meet. The platform unifies research, development, manufacturing, and quality into a single connected environment, with the data integrity, workflow orchestration, and AI-actionable foundation that GxP operations require.
purpose-built on industry 4.0 principles, designed for the agentic AI era
L7|ESP is developed on the foundational principles of Industry 4.0: connected systems, intelligent automation, real-time data, and seamless integration across scientific and manufacturing operations. These principles established the foundation. The agentic era demands something more, though: a platform where AI agents can operate reliably within regulated environments, grounded in structured, validated, contextually rich data.
L7|ESP is that platform.
Each layer of the architecture builds on the one below it: cloud infrastructure and ontology-driven data models at the base; workflow orchestration and applications in the middle; and business intelligence, AI, and agentic execution at the top.
Business value increases with every level.
L7|ESP platform components
L7|ESP is a modular platform built for how life sciences organizations actually operate: across teams, functions, systems, and partners. Each component addresses a distinct layer of the architecture, from data and process modeling to agentic AI orchestration, working together as a unified whole.
L7|MASTER®
DATA AND PROCESS MODELING
L7|MASTER is a foundational low code/no code authoring tool used to define scientific data and process models as a single digital standard. It’s often described as the “MP3 moment” for science, transforming static “music sheet” (like Excel or paper) into dynamic, executable digital models.
L7|HUB®
CONTENT REPOSITORY
L7|HUB is a centralized repository and “storefront” for portable, standardized content. It ensures FAIR data principles (Findability, Accessibility, Interoperability, and Reusability) by allowing teams to share and reuse workflows, data models, and instrument connectors across the organization.
L7|INTELLIGENCE®
DATA INTELLIGENCE / EXPORT
L7|INTELLIGENCE is a strategic business intelligence framework that extracts data collected during process orchestration to provide operational and scientific insights. It creates query-optimized views and data products that can be surfaced in external tools like Snowflake, Tableau, or Power BI for advanced analytics.
TRENDING
What processes are we running?
- High-level
- Summarize performance over time
- Track performance metrics
- Align to strategic goals
OPERATIONAL
Are our processes under control?
- More detailed than trending reports
- Monitor and analyze activities in a given business area
- Exception alerting based on real-time data
- Monitor progress towards a target
- Designed to be viewed multiple times throughout the day
- Can lead to direct action, further analysis, and improvement
ANALYTICAL
Where do we need to improve our process?
- Analyze large volumes of data
- Investigate trends, predict outcomes, and discover insights
- Drill-down and ad-hoc querying
- Monitor process-capability or method-variability to facilitate root-cause analysis
L7|SYNAPSE
THE AGENTIC LAYER
L7|SYNAPSE is the layer that serves as the “connective tissue” and autonomous orchestrator of the platform. While other components focus on modeling or reporting, L7|SYNAPSE acts as a digital workforce manager that coordinates between humans, instruments, and software systems to move the platform from being “AI-ready” to “AI-actionable”.
L7|EXCHANGE™
MULTI-PARTY ORCHESTRATION
L7|EXCHANGE is a multi-arty orchestration component designed to allow disconnected organizations and partners to securely coordinate workflows across different legacy systems and applications.
Estimated release date: 2027
what we deliver with L7|ESP
L7 Informatics’ L7|ESP platform is a state-of-the-art solution for life science organizations seeking to digitalize their data and scientific processes, ensuring an optimal return on IT investments. This unified platform enhances workflow orchestration and data contextualization, addressing both current and future organizational needs.
L7|ESP not only automates and optimizes task execution but also offers a comprehensive approach to managing scientific and business processes. Additionally, it supports expansion with advanced trending and charting tools, providing real-time operational and scientific insights for enhanced decision-making.
an architecture for digitalization, resulting in shortened product lifecycles
The L7|ESP platform integrates all standard data information management systems, including L7 Notebooks, L7 LIMS, L7 MES, and L7 Scheduling, as well as other resources such as Instrument Connectors, Location, Custody of Chain, and more. Designed to also work with existing legacy systems, L7|ESP enhances data contextualization and consolidation under a unified platform, minimizing the need for multiple redundant systems. This innovative platform not only paves the way for future advancements but also significantly cuts legacy maintenance costs.
BUSINESS APPS
L7|ESP integrates all common data information management systems, such as L7 Notebooks, L7 LIMS, L7 MES, L7 Scheduling, and more!
By optimizing scientific data and process management across the entire product life cycle—from research to manufacturing—L7|ESP ensures more efficient operations, heightened transparency, and superior performance, ultimately accelerating quality and speed in process execution and fostering robust, organization-wide collaboration and visibility.
L7|ESP Knowledge Graph: a powerful visualization tool
Unlike traditional point solutions, any data model and process model can be configured in L7|ESP to contextualize recorded data at the point of execution where it is then stored in a Knowledge Graph structure. This Knowledge Graph models complex relationships and genealogies among entities (such as people, equipment, places, processes, activities, actions,..etc) and allows L7|ESP to create a semantic layer that integrates with our PostgreSQL database. This integration creates a contextualized enterprise data fabric that allows cross-functional teams to ask complex queries. This enables insights to span departments and enhance decision-making and analysis, all while future-proofing your data for AI and machine learning projects.
resources
Dive deeper and see how L7|ESP can transform your operations:
L7|ESP
brochure
L7|ESP
blog post
L7|ESP
explainer video
L7 Notebooks app
datasheet
L7 LIMS app
datasheet
L7 MES app
datasheet
L7 scheduling app
datasheet
L7 services
