The Data Foundation: The Healthcare Map The Data Behind Every Defensible Answer
Most healthcare AI is built on data fragmented across silos. Accurate patient journey views are nearly impossible without someone doing the hard work to bring it all together. Komodo did that work. With 1 trillion+ linked records, 330 million+ patient journeys, and 60+ sources refreshed daily, your team moves from question to decision with confidence.
The Data Behind Every Answer
The real-world patient data foundation healthcare decisions are built on.
How It’s Built A Foundation Nobody Else Has Replicated
Most data providers give you one type of data. Open or closed. Not both, together. Bridging them requires resolving conflicts across thousands of fields: characterization, normalization, conflict resolution, tokenization, deduplication, certification. Komodo does that work. The result is an integrated view neither source could provide alone. Analysis-ready from day one.
The Foundation Behind Every Decision
Commercial
Every commercial decision is a bet. The question is whether you are betting on something you can stand behind. The Healthcare Map gives you current Rx and Mx trends, HCP prescribing data and behavior shifts, competitive drug utilization dynamics, and more in real time. Your team acts on intelligence they can trust, before the shift shows up in anyone else’s analysis.
HEOR/RWE
Real-world evidence is only as defensible as the data underneath it. The Healthcare Map gives you full longitudinal history, minimal attrition bias, and reproducible cohort construction so your outputs hold up in publications and payer dossiers. Not because you built the methodology carefully. Because the foundation was right from the start.
Medical Affairs
Published literature tells you what was studied. The Healthcare Map tells you what’s happening in the real world. Treatment patterns from diagnosis through gaps, switches, and discontinuation: the context that turns a scientific conversation into a relevant one. Your MSL team walks in with the published evidence and the real-world picture to back it up. That’s a harder conversation for anyone to match.
Clinical Development
The difference between a trial that enrolls on time and one that doesn’t often comes down to what you knew before you committed. The Healthcare Map gives you the complete picture: size patient populations, run feasibility assessments, and model control arms using the most complete open and closed claims universe available. No extrapolation. No guesswork. Just the right foundation before the wrong decision gets made.
Financial Services
Healthcare decisions move markets. The question is whether you see it coming. The Healthcare Map gives financial services teams the same intelligence that powers decisions inside the world’s leading healthcare organizations, from treatment adoption curves, prescribing shifts, and utilization trends, before they show up in earnings calls. The signal was always in the data. Now you can find it first.
The Foundation Is Only the Beginning Every Marmot answer. Every Komodo Home output. It all starts here.
“Komodo’s scope of data has allowed us to explore previously opaque segments of our business and has supported analytics at both national and subnational levels, allowing us to better translate macro insights to local actions. Some of our prescriber lists had target counts jump up by over 20%, revealing customers previously off our radar.”
Analytics Lead· Top 20 Pharma
Inside the Healthcare Map
Explore the engineering, data sourcing, and validation protocols that make every Healthcare Map output something your team can defend.
Inside the Healthcare Map
How Komodo assembles the most complete longitudinal patient data foundation in healthcare — the sources, the engineering, and the real-world data coverage that makes every output verifiable.
Counts: Is a Higher Number Better?
The question every team should ask when evaluating a real-world data platform. What the numbers mean, what they miss, and how to tell the difference between coverage and completeness.
Is Your Data AI-Grade?
AI is only as trustworthy as the data underneath it. This guide defines what AI-grade real-world data looks like, and why most healthcare data foundations fall short of the standard before they’ve even started.
Build on the Data That Makes AI Trustworthy
Your AI is only as good as the data it runs on. Komodo’s Healthcare Map is cleaned, normalized, certified, and continuously updated so your team gets answers they can act on. No data prep. Just intelligence built on the most complete patient data foundation in healthcare.