Why Hospitals Waste Money on Duplicate Tests - And How AI Can Fix It

A patient visits 3.2 specialists on average, and zero of them share records. That's not just a paperwork problem. In one hospital, it translated into 34% of MRI scans being repeated for no medical reason, and a small fortune walking out of the building every month in the form of expired medications. 🧭 What this episode is about Marcin Kubica and Estera Kot, CTO of Clouds on Mars, take apart the cost structure of a modern hospital - roughly 55–60% medical staff, 15–30% pharmaceuticals and supplies, the rest equipment, diagnostics and admin, and show where data and AI actually move the needle. They walk through MedHub, the Clouds on Mars solution that connects cardiology, oncology, radiology, neurology and emergency around one patient timeline, surfaces redundant tests, and opens controlled access to smaller partner clinics. The conversation is aimed at hospital directors, CFOs, CIOs and clinical leaders evaluating digital transformation of patient care. 🔍 Key topics where the real cost lives in a hospital, and where AI shifts the economics redundant tests as a measurable line item, not a vague problem supply-chain optimization for pharmaceuticals: stock levels, expiration dates, cold chain whether a hospital actually needs a second MRI, or just better scheduling and a better radiologist workflow a single patient timeline across departments, and what changes when doctors finally trust the data they see federated access for partner clinics and external doctors - with patient consent, privacy and encryption built in anonymized hospital data as a new asset for researchers and pharma, and a potential revenue line 💡 Insight The healthcare cost problem is rarely about people working too slowly. It's about the same patient being diagnosed three times because three systems don't talk. Connect the data, give clinicians one view, and the savings show up before any new equipment is bought. ▶️ Listen / watch / connect ▶️ Full episode on YouTube: https://www.youtube.com/watch?v=jHLljXCapLc&list=PL053kgqQv_fspiVbwCStY8rTcjldz4DtO&index=3 🌐 Clouds on Mars: [link] 📱 Estera Kot on LinkedIn: https://www.linkedin.com/in/esterakot/Marcin Kubica on LinkedIn: https://www.linkedin.com/in/marcinkubicaquality/ #HealthcareAI #DigitalHealth #DataPlatform #HospitalEfficiency #PatientData #CloudsOnMars