Healthcare Insights for Every Team

MapAI™ lets anyone on your team ask questions and get answers from the industry’s most complete patient data. No SQL. No coding. No data team.

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MapAI dashboard

Plain English, Real AnswersAsk a Question, Get an Answer

MapAI is built into every workflow, from no-code to high-code. Ask about patients, HCPs, markets, or trends. Real answers, in seconds.

From First Question to Final Decision

MapAI fits every level of your team. Analysts, brand managers, and data scientists all start the same way: just type a question. From there, MapAI walks you through cohort building, market exploration, and insight sharing, so the whole team can move from data to decision without waiting on anyone else.

Step 1: Ask a Question

Type any question in plain English. Explore patient populations, prescribing trends, and therapeutic areas.

Step 2: Go Deeper

Build segmented patient cohorts using clinical signals from the Healthcare Map. No data team required.

Step 3: Share Findings

Share insights across teams to sharpen trial design, engagement tactics, and commercial strategy.

Watch MapAI Answer a Real Question

See how easy it is to go from prompt to insight. A real question, a real answer, in under a minute.

Built for Every Stage of the Journey

Whether you’re in clinical development, medical affairs, or commercial, MapAI gives your team faster answers at every stage of the product life cycle.

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Clinical Development

Explore the disease landscape, identify treating HCPs, and model trial criteria before your study begins.

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Medical Affairs

Start with disease landscaping. Refine your engagement strategies. Then measure what’s actually working.

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Commercial

Map the market, segment patients and HCPs, and track brand performance, all from one conversational interface.

“Komodo has significantly impacted my business by enhancing our data analytics and insights capabilities. Since integrating Komodo, I have seen a 20% improvement in data accuracy and a 15% increase in operational efficiency.”

Account Specialist · Top 20 Pharma

What Teams Are Reading About MapAI

How We Built MapAI: A Look Inside

A behind-the-scenes look at the architecture, decisions, and trade-offs that went into building MapAI’s conversational assistant.

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GenAI and Healthcare Insight at Scale

See how Komodo’s GenAI assistant is making it easier for every team to access and act on healthcare data — no technical background required.

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How AI Is Advancing Oncology Research

Real-world evidence meets generative AI. See how oncology teams are using MapAI to move from data to discovery faster than ever.

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Your Team Has Questions, MapAI Has Answers

MapAI makes it possible for anyone on your team to query the Healthcare Map, build patient cohorts, and share insights across your organization. No waiting on data teams. No technical skills required. Just ask a question and get to work.

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