XUMAN — CLAIMS INTELLIGENCE
Before the claim leaves
Money you’ve already earned shouldn’t die in a query. xuman catches the claim error before it’s submitted — coded right, documented complete, approvable the first time.
INTELLIGENCE LAYERS FOR HEALTHCARE
See itcoming.
TWO PRODUCTS. ONE INSTINCT.
xuman AI™ builds foresight into healthcare’s hardest moments — catching the claim error before it’s submitted, and forecasting the ICU crisis before it strikes.
Healthcare’s costliest failuresaren’t failures of skill.They’re failures of foresight.
AURORA — ICU INTELLIGENCE · IN DEVELOPMENT
Before the patient crashes
The crash has a signature. Aurora is being built to read it hours early — forecast, not hindsight, with the decision always in the clinician’s hands.
2,906 FILES PROCESSED — ONE-MONTH PILOT₹5,000 BOOKED → ₹12,000 INDICATED — CAUGHT 5× IN APRILUNDER 1 HR TO FLAGDPDP-READY · HASH-CHAINED AUDITCLEAN / QUERY / REJECTION — KNOWN BEFORE YOU SEND
01 · XUMAN — CLAIMS INTELLIGENCE
Money you’ve already earnedshouldn’t die in a query.
Coded right, documented complete, approvable — the first time.
01
Recover
Under-coded claims surfaced with the correct value — money you'd already earned.
02
Close
The documentation gaps that trigger queries, closed before submission.
03
Predict
Every claim scored CLEAN, QUERY, or REJECTION — the outcome, before you send.
Watch a claim get caught.
- 01
SCAN
The extraction layer reads every line of the file.
- 02
FLAG
Money at risk surfaced — in red, with the evidence.
- 03
FIX
The correct value applied before the claim leaves.
Illustrative card, recreated from a real pilot catch: a ₹5,000 package that should have been ₹12,000 — caught five times in April.
CLAIM RECORD#XU-••42PRE-SUBMISSION
- PATIENT
- PT-••••34 · de-identified
- ADMISSION
- IPD · surgical
- PACKAGE
- Grade II
- BOOKED VALUE
- ₹5,000
- INDICATED VALUE
- ₹12,000
⚑ PACKAGE UNDER-VALUED
₹5,000 booked / ₹12,000 indicated
₹5,000 booked / ₹12,000 indicated
✓ APPLY ₹12,000+₹7,000
HASH-CHAINED AUDIT · DPDP-READY
THE SIX-STAGE VALIDATION PIPELINE
Know the outcome before you send.
01READ
The extraction layer reads every page.
02RECONCILE
Every source agrees before it moves.
03PRICE + MATCHDPME
The package priced right.
04VALIDATE
Complete before it leaves.
05ADVISE
The fix, not just the flag.
06PREDICT
The outcome, before you send.
PREDICTED PATH →CLEANQUERYREJECTION
2,906
FILES PROCESSED
in a one-month pilot
₹7,000
RECOVERED PER CATCH
same error, caught 5× in April
<1 hr
TO FLAG
from file to alert
DPDP
READY BY DESIGN
hash-chained audit trail
Real figures from a one-month pilot inside a working Indian hospital. The partner hospital remains unnamed by design.
See a claim caught live, on your own files.
Book a walkthrough02 · AURORA — ICU INTELLIGENCE
IN DEVELOPMENT · PRE-VALIDATION
The crash has a signature.Aurora reads it early.
Forecast, not hindsight. Aurora is being built to read the ICU’s earliest signals and hand the clinician time — an advisor, never a black box.
DEVELOPMENT TARGETS — NOT VALIDATED RESULTS
up to 48 hrs
AKI — DESIGNED FORECAST WINDOW
6–12 hrs
SEPSIS — DESIGNED FORECAST WINDOW
Calibrated
Risk you can trust at 3 a.m. — probabilities that mean what they say.
Explainable
Every forecast shows its drivers. An advisor, never a black box.
Self-hosted
On your own servers, inside your own walls — data stays with the hospital.
RISK FORECAST
ILLUSTRATIVE — NOT CLINICAL DATA
THE PUBLISHED EVIDENCE — INDEPENDENT RESEARCH, NOT AURORA’S RESULTS
- ~0.82 AUROC
- machine-learning sepsis prediction, vs NEWS2 0.72 and qSOFA 0.61YADGAROV ET AL., 2024
- 0.80–0.90 AUROC
- gradient-boosting models for acute kidney injuryPUBLISHED LITERATURE
- 90.2%
- of dialysis-requiring AKI predicted 48 hours aheadDEEPMIND, NATURE 2019
Aurora is in development and pre-validation. These figures describe published research on comparable approaches — they are not Aurora’s performance, and Aurora is not a certified medical device.
Follow Aurora from first principles to the bedside.
Book a walkthrough03 · WHY XUMAN AI
Built inside the hospital,not the boardroom.
01
Clinician-built
Designed by clinicians who live these workflows every day — not imagined from the outside.
02
Already shipped
An AI pharmacy and claims platform, built and running inside a working hospital.
03
India-first
DPDP by design — de-identification, hash-chained audit trails, and erasure built in from day one.
BOOK A WALKTHROUGH
See it coming.
Two products. One instinct. See them working — on a call, on your own terms.
- DPDP-READY
- SELF-HOSTED
- HASH-CHAINED AUDIT
- CLINICIAN-BUILT