We've spent our careers building data systems. Now we're pointing them at healthcare.
A small team that's helped build data foundations for large enterprises. We're applying what we learned to a problem that quietly costs providers billions: revenue that leaks out before anyone notices.
We think a lot of software fails its users,
then quietly blames them for it.
When a user fails, that's on us
We treat a confusing screen as a design defect, not a training problem. The goal is software that feels obvious enough to need no manual.
Less, not more
Healthcare finance teams are already buried in dashboards. We try to remove cognitive load, not add another tab to learn.
Fit the work that exists
The best tool is the one you barely notice. We build to slot into the workflows your teams already run, and to return negotiating power to the provider.
Our values: Impact First. Forensic Accuracy. Essential Complexity. Make Heroes.
Our purpose: cut the nonsense and bring the care back to healthcare.
By 2040, correct payment on time is an ordinary consequence of delivering care.
We're a small team applying what we learned building enterprise data systems to one stubborn problem: revenue that leaks out of healthcare before anyone can act on it. We'd rather earn trust through radical simplicity than impress anyone with complexity.
2,300 hospitals lost $48B to final denials and bad debt in 2025.
SOURCES: Kodiak Solutions, State of the Healthcare Revenue Cycle (2026)
We're focused on the part we can actually help recover.
Why us.
We are building a quality product people will love to use, with an engine behind it that will be the best in the industry. Every detail is reviewed each week with the hospital managed care leaders and payer negotiators who advise us, so we build it right the first time.
The systems that hold the contracts, the claims and the payments have had the data for a decade and did not build this. So the people who lived the problem from the hospital, the vendor, the data platform and the negotiating table are building it.
Houshang Livian
Houshang leads product and design. He's spent his career on what he calls invisible design: building systems that feel natural enough to need no training, and blending automated intelligence with human judgment rather than replacing it.
- Led UX for Clearwell, the e-discovery platform Symantec acquired for $390M
- Helped reshape the product culture at Hortonworks ahead of its merger with Cloudera
- As a Senior Director at Oracle, unified 30+ separate healthcare applications
- Holds a 2016 utility patent in machine learning for automated document review and quality control
Andrew Grande
Andrew leads engineering. He's spent two decades building data infrastructure at the scale where reliability, interoperability, and security stop being optional, and brings an integration-first approach to bridging modern AI with legacy healthcare data.
- Founding architect at MuleSoft, acquired for $6.5B
- Former VP of Big Data at JPMorgan Chase, supporting a $2.5T portfolio
- Ran Google Cloud's real-time analytics business ($450M P&L)
- Led the commercial launch of DeepMind's generative AI portfolio: Imagen, Veo, and Lyra
Why we think we're a fit for this
We won't pretend to have it all figured out. But this problem rewards a specific mix of skills, and it happens to be the one we've spent our careers building.
Founder and market fit, honestly.
Elite enterprise data engineering on one side, real empathy for the healthcare finance user on the other. This problem needs both, and we have both.
Contracts that can act
We turn static PDF contracts into what we call Living Logic: living rules your systems can read, check and enforce, as they stood on any date of service.
Built to keep up with payers
Our Temporal Knowledge Graph keeps every one of the 100's of policy changes insurers push through, with the date it took effect.
The defense layer that was missing
Providers have never had an autonomous layer watching every claim against every contract. Quietly, that's the gap we're built to fill. Nobody has had one that knows which version of the contract applied on the day of care.
How we work with your data.
Provider-only. We have no payer customers and will not take one.
Read in place. Nothing is migrated or copied.
No reuse. Your contract terms, rates, claims and remittances are never pooled, resold or benchmarked for a third party, and never used after termination. This is in our agreement.
Every decision logged. Each answer and action is traceable to the clause, the version and the claim.
Want to see whether we can help?
Bring your payer contracts and claims data. We'll walk through the opportunities for your hospital. No pressure either way.
Request a demo