MapAI

MapAI is a generative AI analytics assistant from Komodo Health, embedded within the MapLab Enterprise platform to democratize insight generation across life sciences organizations. By enabling users to ask questions in plain English and receive answers in seconds, MapAI removes technical barriers and empowers everyone — from non-technical business users to seasoned data scientists — to engage with complex healthcare data at scale.

Designed to support decision-making across the entire product life cycle, MapAI leverages Komodo Health's Healthcare Map, the industry's most comprehensive source of deidentified patient-level data, to surface insights across therapeutic areas, patient populations, prescribing trends, HCP behaviors, and more.

Core Capabilities

• Natural language processing (NLP)-based querying that allows users to pose questions in plain English and generate insights in seconds
• Embedded across no-code, low-code, and high-code workflows within the MapLab Enterprise platform
• Access to Komodo Health's Healthcare Map for broad, research-grade real-world data
• Construction of highly segmented patient cohorts using clinical and therapeutic signals across a wide array of disease areas, HCP behaviors, and treatments
• Sharing and collaboration of insights across teams to facilitate trial design, engagement tactics, and commercial strategy

Three-Step Workflow

1. Ask a Question: Use natural language prompts to begin generating insights, exploring therapeutic areas, patient populations, prescribing trends, and more
2. Go Deeper: Build highly segmented patient cohorts from a broad array of disease areas, HCP behaviors, and treatments using clinical and therapeutic signals from the Healthcare Map
3. Leverage Findings: Share insights across teams to optimize trial design, engagement tactics, commercial strategy, and additional strategic imperatives

Use Cases Across the Product Life Cycle

• Clinical Development: Explore the disease landscape, identify HCOs and HCPs treating the relevant patient population, and assess the impact of inclusion and exclusion criteria on trial design
• Medical Affairs: Accelerate strategic imperatives by starting with disease landscaping, refining engagement strategies, and measuring impact over time
• Commercial: Accelerate understanding of the market landscape, conduct patient and HCP segmentation, and monitor brand performance

MapAI is part of the broader Komodo Health MapLab Enterprise platform, which supports collaboration, consistency, and efficiency across enterprise teams. Customers have reported measurable improvements in data accuracy and operational efficiency following integration with Komodo Health's platform and data solutions.