We accelerate research into where healthcare gets stuck.
Celerius Labs builds research frameworks, measurement tools, and analytical infrastructure for studying bottlenecks in care delivery. Friction points that cost real money and real lives while the industry chases shiny objects.
See Our Work
The biggest friction points in care delivery aren't being measured.
Specialty access gaps. Referral black holes. Value that gets created but never measured. These problems hide in plain sight because data lives across dozens of disconnected systems, and the people who understand clinical reality aren't the same people running analytics.
Celerius Labs builds research infrastructure to make those gaps measurable: frameworks, methods, tooling. So people closest to the problem can quantify it, publish on it, and actually get it fixed.
Lab builds infrastructure. Applied work puts it to use.
Celerius Labs
We build foundational research frameworks for studying healthcare delivery friction: measurement methodology, value attribution models, verification architecture, analytical tooling. When we publish original research, it's the lab proving out its own infrastructure on real problems: specialty access gaps, eConsult economics, population health, cultural determinants, AI trust in clinical contexts.
Celerius Ventures
Paid consulting, investment analysis, and tooling built on top of our research. Healthtech diligence powered by Return on Value, go-to-market strategy for companies targeting value-based care, growth engineering that turns one domain expert into twenty, and analytics infrastructure to back it up.
We started measuring what nobody else would.
Celerius Labs was founded in 2024 after decades inside the healthcare system. Managing full-risk populations. Building health information exchanges. Designing analytics that helped companies raise capital. Along the way, the same pattern kept showing up: massive value being created or destroyed at pressure points that no one was quantifying.
So we built a lab around that problem. Our team brings deep operational experience in care delivery, population health, and health IT. We develop foundational measurement frameworks like Return on Value, build analytical infrastructure to support them, and publish research that proves they work. Celerius Ventures, our commercial division, puts that infrastructure to work through consulting, tooling, and investment analysis.
Research & Media
theDealStream: The Agentic AI Revolution Transforming Venture Diligence
How we built an AI-powered research platform that automates the heavy lifting of healthcare company analysis so investors can focus on judgment, not data gathering.
Read on MediumReturn on Value: Why Traditional ROI Fails in Healthcare
Investment returns in healthcare can't be measured the same way you'd measure a SaaS company. We built a framework that accounts for the difference.
Read on Medium$150M in Value Attributed to Southern California eConsult Programs
BusinessWire coverage of our analysis uncovering up to $150 million in unrealized value across Southern California eConsult programs.
Read on BusinessWireNCCHC Spring 2026: Smarter Specialty Care in Corrections
Conference session on using eConsult to overcome specialty care access barriers in correctional facilities. National Commission on Correctional Health Care.
View sessionThe $91 Million Nobody Measured: eConsults and Specialty Access
Healthcare for Humans with Dr. Raj Sundar of Kaiser on Healthcare Now Radio. Recorded live from HLTH.
Watch episodeUsing eConsult to Improve Specialty Care in Corrections
Published by the National Commission on Correctional Health Care. How asynchronous specialty consultation is transforming access in correctional settings.
Read on NCCHCThe Cultural Determinants Gap: What SDoH Misses
Cultural factors that shape health decisions barely appear in the data. Z-codes show up in fewer than 2.5% of encounters. That gap has real consequences.
Coming soonPilot Builds Connections Between L.A. Hospitals, Recuperative Care Settings
HCI Innovation Group covers the Recup Connect pilot linking LA hospitals with recuperative care providers. Electronic referrals replacing fax-based discharge coordination for homeless patients.
Read on HCIStraight Outta Health IT
Podcast appearance covering healthcare technology, AI in care delivery, and the operational realities of building for enterprise health systems.
Watch on YouTubePitch to Partner Series: Care Transformation Studio
Featured appearance on Care Transformation Studio's Pitch to Partner series with Amber Fencl.
Watch on YouTubeLet's talk.
Whether you're a health system sitting on a problem you can't quantify, a healthtech company that needs a sharper story, or an investor who wants diligence that goes deeper than the pitch deck.
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