Your hospital was built to heal people. We build the intelligence that lets it.
Hospitals in Mexico have carried fragmented, siloed operational data for over a decade. We unify it, build the intelligence layer on top, and deploy AI that runs your operations — live in 90 days. Not a pilot. Production.
Somewhere in your hospital right now…
A talented administrator is reconciling a spreadsheet that should have been automated three years ago.
A department head is waiting on a report that should have been instant.
A leader is about to make a decision with incomplete data — not because the data doesn’t exist, but because it lives in six systems that have never spoken to each other.
This is the silent cost no hospital board ever measures. And it compounds every single day.
- spent by hospitals in 2025 collecting payments insurers already owed
- $43Bspent by hospitals in 2025 collecting payments insurers already owed
- of hospital shifts directly impacted by administrative burden
- 40%of hospital shifts directly impacted by administrative burden
- disconnected systems touched to complete one patient’s administrative journey
- 6+disconnected systems touched to complete one patient’s administrative journey
- how long most LATAM hospitals have carried this problem
- 10+ yrshow long most LATAM hospitals have carried this problem
Two Monday mornings
Today
- The CFO presents numbers from last Thursday — compiled by three people over two days. Nobody is sure they’re right.
- Supply chain discovers Saturday’s stockout on Monday. Too late.
- HR can’t say what three unfilled positions are costing — the data lives in four places.
- Leadership decides anyway. With incomplete information. Like every Monday for ten years.
With Ankbyte
- A live dashboard. Every operational function — admissions, billing, supply chain, HR, finance — real time.
- The reorder was placed Thursday, automatically. No stockout happened.
- Burnout risk flagged by shift-pattern analysis — HR acted before anyone resigned.
- Leadership decides with complete information. Calmly. This is just how Mondays work now.
This is not a vision deck. This is what live-in-90-days looks like.
One patient. One view.
A single patient’s journey — admission, insurance, bed assignment, billing, discharge — usually lives across six systems that never talk. Patient 360 unifies that operational journey into one live view, so no one waits on a fax, nothing falls through a gap, and every hand-off is seen. Your teams coordinate care; we make sure the operation around it never drops the patient.
One foundation. One brain. Operations that run themselves.
Unify · The Data Foundation
Every operational data source — HIS, ERP, billing, supply chain, HR, finance — unified on Snowflake into a single governed foundation. For the first time, your hospital knows itself.
Understand · The Intelligence Layer
XINA, our proprietary intelligence platform, answers the questions no system in your hospital can answer today: Where is our biggest billing leakage this month? Which supplier caused the most stockouts? Which department is at burnout risk?
Activate · Agentic Operations
Autonomous agents take over the workflows your team shouldn’t be doing by hand — billing reconciliation, stockout prediction, admission coordination, real-time executive reporting. Your people are freed for the work they came to healthcare to do.
Forward-deployed. Our engineers work inside your hospital, with your team, until it’s live — 90 days from kickoff to production. We don’t leave a roadmap. We leave a running system.
Revenue-leakage detection and billing intelligence, in production for private hospital groups in Mexico.
85%+ diagnostic accuracy and published clinical research — we built the entire AI platform, data strategy to production. (Engineering credibility.)
Institutional air cover: we make the Snowflake + AI platform land inside the hospital.
The window is open. It won’t stay open.
For a decade, fixing hospital data meant multi-year integration projects that failed more often than they finished. That era just ended. The infrastructure that took 18 months to build in 2022 now deploys in 90 days. The hospitals that move in the next 12 months will run with an operational advantage their competitors will spend the next five years chasing.
“The risk for hospital leaders is not moving too fast with AI. It’s waiting too long while the problem compounds.”
The first step is a conversation, not a contract.
Working session
A half-day with your leadership team. We interview your executives, map your operational pain, and build the portfolio of AI opportunities inside your hospital — our Venture Portfolio Review.
One venture, chosen by you
Your leadership votes on where to start. Not us. You. The first initiative is scoped to one measurable outcome in 90 days.
Live in 90 days
Our engineers deploy inside your hospital. Day 90: the system is in production and the number that mattered has moved.
No assessments that lead nowhere. No pilots that never scale. One venture, one number, ninety days.
If your hospital has carried this problem for years — and you’re finally ready to solve it — we want to be the first call you make.
Ankbyte · The AI Venture Factory · Mexico City · Monterrey · Austin · Los Angeles · anshuman@ankbyte.com