Healthcare
Patient, pharmacy and care platforms operating at national scale under HIPAA.
Why we exist
Hospitals should be paid accurately for the care they actually delivered. No more, no less.
Not over-coded to chase revenue. Not under-paid because a diagnosis sat in the chart and never made it into a code. We built Medically to make documentation tell the truth — and to make that truth defensible to anyone who questions it.
The problem we attack
It's a clinical problem, not just a billing one.
When a real diagnosis is present in the data but never coded, the hospital is underpaid and made to look like it treated a less complex patient than it did — distorting reimbursement, quality scores, and risk adjustment all at once. We read the record clinically, completely, and with the stakes in mind.
$260B+
Annual U.S. revenue-cycle inefficiency the industry leaves on the table.
100%
Of charts we review pre-bill — every finding attributable, never a sample.
Every
code
code
Cited to specific evidence in the chart. Show-your-work, by default.
Human
In the loop on every change that touches a patient's record.
What we believe
Responsible AI is the moat — not the tax.
01
Nothing we can't trace to the record.
Every recommendation links back to the exact labs, vitals, meds, or note text behind it. If we can't show the evidence, we don't assert it.
02
A lower code when the evidence says so.
Findings go both ways, and every one carries a defensibility score with its arithmetic. The willingness to down-code is the strongest trust signal in this category — a feature, not an exception. How we govern the AI →
03
Prevent the denial, don't just appeal it.
We model how the specific payer will adjudicate each claim — so the gap gets fixed before submission, not fought after.
04
Hybrid and explainable, not a black box.
Clinical features and classical ML paired with modern models — tuned for accuracy and the ability to explain every output to an auditor.
05
Take load off people, responsibly.
We automate the reading and the math so your team spends judgment where it counts — never replacing the human decision, only informing it.
Where we're going
One model of clinical truth. Every downstream outcome.
Capture clinical truth once, and serve reimbursement, quality, risk adjustment, and registries from the same evidence. That's a revenue cycle that gets smarter with every claim — and one you never have to apologize for.
Who builds Medically
Guided by a physician. Built by security engineers.
A board-certified physician who knows how documentation is actually created guides what Medically does. The team building it has worked inside large, regulated organizations — national healthcare networks among them — where the data is under the most scrutiny.
Clinical judgment at the core
A board-certified physician guides the product: how it is built, which clinical findings it surfaces, and what it offers hospitals. Every call that touches a patient's record is held to the standard a physician would defend to an auditor.
Guardrails first
The difference between a code that gets paid and one that gets denied is the evidence behind it. We build the guardrails first, so accuracy and defensibility are the default, not an afterthought.
Security from testers
The engineers behind Medically test enterprise systems for a living. The platform connects to Epic, Oracle Health, MEDITECH and more read-only, under the same HIPAA safeguards as the rest of the platform.
Experience
Our people have worked inside some of the biggest names in healthcare and beyond.
The experience behind Medically was built inside large, regulated organizations — national care and pharmacy networks, public health, finance and global industry — where patient and customer data is under the most scrutiny.
Public sector & public health
Public-health services and the community data they are entrusted with.
Technology & identity
Identity platforms that thousands of other organizations trust to protect their own.
Banking & financial services
Banking, insurance and investment groups, where customer money and regulatory scrutiny leave no room for gaps.
Accounting & advisory
Firms trusted with their clients’ most sensitive financial and audit data.
Retail
Stores, e-commerce and supply chains serving customers at global scale.
Energy & oilfield services
Global energy operations where corporate IT, cloud and industrial environments meet.
Engineering, construction & mining
Heavy industry where project sites, plant networks and corporate systems all connect.
Media & online marketplaces
Public-facing marketplaces and B2B media brands, where the platform is the product.
Organizations named reflect the experience of Medically team members, gained in current and previous roles. All trademarks belong to their respective owners; their use does not imply endorsement.
The people
A physician at the core, security experts around it.
A board-certified physician decides what Medically should find and say. Around her are security practitioners with enterprise experience across healthcare, finance, the public sector and industry.
Clinical lead
Board-certified physician
The backbone of the product. She guides how Medically is built, which clinical findings it surfaces and what it offers hospitals.
Clinical designDocumentation standardsProduct direction
Security practice lead
Principal tester · 12 years
Red teamAttack pathsReporting
Application security lead
Senior tester · web, API, SaaS
Web & APIMobileCloud apps
Network & AD lead
Senior tester · internal, red team
ExternalInternalActive Directory
Physical & hardware lead
Tester · premises, IoT, radio
PremisesIoTWireless
Track record
What our people have led.
The security work our team has led across its careers — built in large, regulated organizations, national healthcare networks among them.
Penetration testing
Web applications, APIs, mobile, cloud, and internal and external networks — tested by hand, with findings teams could act on.
Red teaming & adversary simulation
Objective-driven operations that show how people, processes and technology hold up against a determined attacker.
Cloud & identity security
AWS, Azure, GCP and Microsoft 365 — and the identity platforms that hold them together: Okta, Entra ID and Active Directory.
Social engineering & physical security
Phishing, pretexting and on-site assessments that measure the human and physical layers of an organization’s defenses.
Compliance-driven testing
Assessments that give auditors and regulators the evidence they need for HIPAA, PCI DSS, ISO 27001 and more.
Security program assessments
Framework-based reviews against NIST and ISACA guidance that show leadership where a program stands and where to invest next.
Our stage
A new platform, building with early partners.
Medically is a new platform, currently building with early partners. We chose a risk-free model — $0 to start, pay only on results — because the product should prove its value before you pay for it.
Based in Katy, Texas · United States
See what accurate, defensible revenue looks like.
Book a demo and we'll show you the evidence behind every dollar — on your own charts.