LabVantage Analytics

LabVantage Analytics is a full-featured, self-service advanced analytics solution built for laboratory environments, designed to help scientists, business stakeholders, and lab managers derive meaningful, actionable insights from the vast amounts of data generated across lab operations. Powered by tcgmcube™ and fully integrated with the LabVantage LIMS platform, it combines business intelligence and artificial intelligence/machine learning (AI/ML) capabilities to transform raw scientific, business, and external data into decisions that accelerate discovery, improve lab throughput, enhance output quality, and reduce waste and downtime.

LabVantage Analytics is suited for a broad range of stakeholders — from research colleagues and contract customers to regulatory agencies and patients — providing a 360-degree view of laboratory performance through its Laboratory Performance Monitor (LPM). Its growing library of focused analytics solutions helps scientists accelerate analysis turnaround times, ensure consistency, increase computational efficiency, and reduce the overall time and cost of bringing drugs to market.

Core Capabilities

• Self-service dashboards and visualizations that provide a 360° view of lab operations
• Built-in AI/ML for advanced predictive and prescriptive analytics
• Ad-hoc data mining without requiring support from IT teams
• Seamless single sign-on integration with LabVantage LIMS for a unified user experience
• Data integrity rules and security permissions inherited directly from LabVantage LIMS for consistency and faster adoption
• ELT/ETL-enabled input connectors supporting system-wide analytics, including data from laboratory instruments

Business Intelligence and Visualization

• More than 20 chart types and 520+ widgets enable users to analyze and visualize LIMS data in meaningful ways
• Personalized workspaces allow users to explore their own datasets, define self-directed KPIs, and generate ad hoc reports
• Users can move seamlessly between LIMS and Analytics within a single user interface, removing barriers to data exploration
• Prebuilt, lab-focused use cases and dashboards help organizations achieve a fast return on investment

AI/ML and Predictive Analytics

• Predictive and prescriptive analytics capabilities allow users to anticipate issues before they occur
• A recommendations engine with proactive alerting keeps teams on top of critical trends and emerging patterns
• Early-response capabilities enable timely intervention when data signals require attention

Data Integration and Depth of Analysis

• Supports analysis of both structured and unstructured data from a wide variety of sources
• Compatible data sources include ERP systems, relational databases (RDBMS), flat files, IoT devices, message queues, and more
• Scientific, business, and external data can all be analyzed within the LabVantage informatics platform

Professional Services

• LabVantage Professional Services supports customers through their digital transformation journey, offering strategic insights, risk identification, and risk mitigation guidance
• A global resource pool of data scientists with expertise in large-scale BI and analytics transformations ensures successful adoption and meaningful outcomes
• Services are designed to help organizations maximize the value of their LabVantage Analytics deployment

LabVantage Analytics is delivered as part of the LabVantage integrated laboratory informatics platform, inheriting its security, permissions, and data integrity framework to speed implementation. The solution is designed to support labs of varying scale and complexity, with professional services available globally to guide deployment and ongoing digital transformation initiatives.