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Ranvir Mangat

Co-Founder and COO, InsightRX. On 1 show, 1 appearance. The Shows tab opens the full record on each.

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Ranvir Mangat is the co-founder and Chief Operating Officer of InsightRX. He helped launch the company in 2015 to develop cloud-based precision medicine and Bayesian dosing platforms.

1shows
1appearances
10statements
1resolved
1supported
0contradicted
100%fully supported

Everything Ranvir Mangat said on any show that made the record, most notable first. Each card names its show and opens the statement there.

INNOVATORS & INVESTORS Prediction Not checkable as stated
Mangat: Generative AI will rewrite software across every industry vertical
“I think you're going to see Pretty much every software, every industry vertical be kind of rewritten around and a gen AI native stack or user interface or technology stack.”
Ranvir Mangat Aug 22, 2025 ▶ 31:14 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Mangat: Hospital Pharmacy ROI Is Challenging Because Savings Accrue to Other Budgets
“When you're in healthcare, it's in our case, we're selling to the pharmacy and the pharmacy is more of a cost center. So trying to translate sometimes to the fact that maybe you're saving on adverse events that goes to someone else's budget or maybe the CMO. S…”
Ranvir Mangat Aug 22, 2025 ▶ 5:15 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Mangat: Selling to Health Insurers Requires Massive Scale and Major Cost Problems
“If you're dealing with insurance companies, you know, they are, in our experience, they are looking at their top 10 problems, or even their top five problems, and the amount of scale you need to have to be able to have a value prop for an insurance company, it…”
Ranvir Mangat Aug 22, 2025 ▶ 5:53 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
INNOVATORS & INVESTORS Prediction Not checkable as stated
Mangat: AI workflows will require humans in loop until AGI
“I still think though, that you're always going to have a, Human in the loop. Maybe for another, I, you know, I'm not going to project how many five years, how many years, five years or 10 years, but, you know, until you get that AGI that happens you know, ther…”
Ranvir Mangat Aug 22, 2025 ▶ 34:34 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
INNOVATORS & INVESTORS Assertion Not checkable as stated
Mangat: Healthcare dosing protocols are typically designed for one-size-fits-all patients
“When you look at healthcare and you see the dosing protocols that are out there, they're typically designed for, you know, a one size fits all patient.”
Ranvir Mangat Aug 22, 2025 ▶ 1:00 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Mangat: Enterprise Hospital Software Sales Typically Take 18 to 24 Months
“Even if it's a top five problem, you're looking at 18 month sales cycles, potentially 24 months, potentially longer”
Ranvir Mangat Aug 22, 2025 ▶ 25:58 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Hospital software retention is high because buyers dread repeating procurement
“Once you're in the hospital, and you're providing value you know, they don't want to displace you, because they have to go through the process all over again with somebody else”
Ranvir Mangat Aug 22, 2025 ▶ 27:59 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
INNOVATORS & INVESTORS Assertion Supported
Mangat: InsightRx originated from a UCSF bone marrow transplant dosing project
“A lot of this spun out of a at UCSF, University of California, San Francisco there was a lab there that a the bone marrow transplant group, they were looking for a way to use a predictive model to help dose patients that were receiving chemotherapy before a bo…”
Ranvir Mangat Aug 22, 2025 ▶ 1:36 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Pharma simplifies dosing, failing patients on precise-exposure drugs
“Part of the issue is, in that process, they have to try and make it, you know, somewhat simple, so that when it goes into the real world, into the clinic, it's easy for the mass population to follow that dosing guidance, and that's okay with certain drugs that…”
Ranvir Mangat Aug 22, 2025 ▶ 3:12 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization
Mangat: InsightRx Spent Five Years Educating Pharmacies on PKPD Models
“Part of the, you know, the last five years even has just been getting pharmacy familiar with using a PKPD predictive model and like patient forecasting, and then it's like, you know, Space age stuff in their medical record. And how do you get familiar with tha…”
Ranvir Mangat Aug 22, 2025 ▶ 28:50 Precision Dosing & AI in Healthcare: InsightRx’s Journey to Transform Medication Personalization

One line per show, most statements first. The link opens Ranvir's full record on that show: the calibration, argument clarity, speaking style and every statement made there.

ShowRole thereEpsStatementsRecord
INNOVATORS & INVESTORSLEDGER Co-Founder and COO, InsightRX 1 10 100% 1/1 full record on Innovators & Investors →
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