Marmot: AI Built for Healthcare Analytics
Healthcare AI Built to Show Its Work
You don’t just want answers. You want answers you can defend in a regulatory review. That means showing the work, reproducing the result next quarter, and tracing every analysis back to its source. Most AI cannot do any of that. Marmot was built around all of it from the start. Not just the right answer. The right answer, with proof.
Marmot™ was built for exactly that. Every output traces back to its source. Every analysis is reproducible on demand. Running on Komodo’s data foundation of 330M+ de-identified patient journeys, your intelligence holds up long after the question gets asked.
See Marmot in action. Transform any question into verified, traceable insights in minutes.
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The Data Behind Every Answer
The real-world patient data foundation healthcare decisions are built on.
“Marmot has helped us achieve substantial speed. It used to take us six months to do studies, and now, using Marmot, the shortest study we’ve done is over a weekend.”
Christopher Blanchette, PhD, MBA, VP, Clinical Data Science & Evidence · Novo Nordisk
Marmot, Applied to Your Workflow
Analytics and Data Science
Your best analysts spend most of their time rebuilding logic from scratch. The same cohort definition, rebuilt for a new question. The same analysis, rerun manually every quarter. Marmot changes that. Every step persisted. Every intermediate result is versioned. Fork an analysis, change one variable, keep everything else intact. Run it again next quarter and get the same result. Your team stops rebuilding and starts compounding.
AI and Platform Leaders
Most AI platforms give you a model. Marmot gives you a system to build on. 100+ specialized healthcare tools. A methodology library honed across a million real analyses. Agent-building with full evaluation and validation built in. Queries that used to take minutes now resolve in milliseconds. Your agents, your methods, your logic — injected into the platform and owned by your organization. Built to run. Built to scale. Built for you.
IT and Compliance
Every query logged. Every response traceable. Access is restricted by role, and your data is completely isolated from other companies. Your data never trains our models. Full data isolation guaranteed. Marmot is not a platform where governance gets bolted on after deployment. Audit trails, access control, and privacy by design are system primitives. Your compliance team gets the audit trail. Your analysts get the answers. Neither waits for the other.
Become the Person in the Room Who Can Answer Anything and Defend It
No more answers you can’t stand behind. No more questions you can’t ask. No more intelligence that arrives without proof attached. See what your team becomes when the ceiling is gone and every answer comes with the work to back it up.
Go Deeper Into What Makes Marmot Different
The frameworks, benchmarks, and standards Life Sciences teams use to separate AI that holds up from AI that doesn’t.
Evaluating AI Reliability in Life Sciences
A framework for testing healthcare AI reliability. Learn the four criteria for vetting systems used in publications and boardroom decisions.
Guide to Healthcare AI Adoption
Life Sciences AI is moving fast. This guide covers the data foundations and methodology standards needed to ensure your AI produces trusted answers.
Benchmarking Marmot vs. Foundational Model
See how validated healthcare AI compares to a general model. This study shows why domain-specific data is the deciding factor for teams.