01
⚑ REVENUE DYING IN TPA FILES
Claims rejected after the care was already given — insurance filings failing on process, not medicine.
OBSERVED — HOSPITAL TPA WORKFLOWS
THE FOUNDER — XUMAN AI™
DOCTOR OF PHARMACY · JAIPUR, INDIA
Trained in tertiary-care clinical pharmacy at NIMS Hospital, Jaipur — and instead of tolerating the losses he saw there, he built the fixes himself. Those systems became xuman AI.

DR. DARPAN JOSHI
CORE ORGANISING TEAM · WHS REGIONAL MEETING 2025 — HOSTED BY NIMS UNIVERSITY
ACT I — WHAT HE SAW
01
⚑ REVENUE DYING IN TPA FILES
Claims rejected after the care was already given — insurance filings failing on process, not medicine.
OBSERVED — HOSPITAL TPA WORKFLOWS
02
⚑ EXPIRY LOSSES BOOKED AS NORMAL
High-value stock quietly expiring on shelves, written off as the cost of running a pharmacy.
OBSERVED — INVENTORY & EXPIRY AUDITS
03
⚑ REGIMENS FAILING AT HOME
Elderly patients drifting off their medications once discharged — adherence failing where no one could see it.
STUDIED — DISSERTATION, 2024–2025
He didn’t.
ACT II — SO HE BUILT THE FIXES
BUILT & DEPLOYED IN-HOSPITAL
MANUAL ERRORS · STOCK DISCREPANCIES
In-house platform for inventory control and real-time medication tracking — reduced manual errors and eliminated stock discrepancies.
DESIGNED & BUILT
CLAIM REJECTIONS
Bespoke software to streamline third-party insurance filings — materially reduced claim rejections.
DEVISED & EXECUTED
EXPIRED-STOCK WRITE-OFFS
A strategy that cut financial losses from expired stock, with measurable improvement to the pharmacy's bottom line.
ACT III — THE RECORD, PLOTTED LIKE WE PLOT EVERYTHING · 2020
012020
NIMS Institute of Pharmacy, NIMS University · Jaipur
022024
Metabolic and nutritional support during cancer care
032024–25
Factors behind medication non-adherence in elderly patients — instructional interventions at hospital
042025
World Health Summit Regional Meeting 2025, hosted by NIMS University · liaison across international delegates and government representatives
052025–26
NIMS Hospital, Jaipur · reconciliation, Schedule H/H1/X compliance, pharmacovigilance, NABH audit support
06NOW
The systems he built inside the hospital, productised
CREDENTIALS — LINE BY LINE
Everything on this page is drawn from the founder’s own record — the same standard of evidence this site applies to its products.
THE DECLARATION — AS ON THE CV
“I hereby declare that the information furnished above is true to the best of my knowledge.”
JAIPUR, INDIA
✓ ON RECORD