Agent Intelligence

Agent Intelligence is engineered to streamline the interaction with sample and biomarker data through conversational AI. It enables life scientists to derive insights in seconds, significantly enhancing efficiency over traditional methods.

Data Storytelling

This solution allows users to seamlessly ask questions and receive answers that harness insights across the entire precision medicine value chain. By leveraging natural language capabilities, users achieve a comprehensive 360-degree view of their sample and biomarker ecosystem.

Data Exploration and Profiling

Agent Intelligence provides domain-specific data exploration, enabling detailed profiling of samples, patients, and biomarker profiles using complex search criteria. It supports cross-modality analyses such as correlational analyses between gene expression and immunohistochemistry (IHC).

Analytics Capabilities

• Descriptive Analytics: Generate high-level data summaries and descriptive statistics, including counts, means, medians, and other percentile measures, along with associated plots.
• Visual Analytics: Create various visual representations like line plots, bar charts, pie charts, scatterplots, box and violin plots, Kaplan-Meier plots, and heatmaps for gene expression and mutation.
• Inferential Analytics: Perform standard statistical tests like t-tests, confidence interval assessments, differential gene expression analysis, Cox-proportional hazards analysis, and regression analyses.

Proactive Features

The solution includes real-time tracking, alerts, and notifications to enhance the Sample Intelligence. It proactively identifies issues and prescribes actions to safeguard insights.

Centralized Contextual Data

Agent Intelligence strengthens insight generation by integrating contextual data from various repositories, literature, and publicly available resources, providing a holistic approach to data analysis.

Used by drug development teams, this platform enhances clinical programs by ensuring rapid questions to answer cycles, further facilitating precision medicine endeavors.