Circle Datasets: The Power Of Physician Data Ownership
December 16, 2025
Circle Datasets: The Power Of Physician Data Ownership
Circle Datasets: The Power Of Physician Data Ownership
Observational Protocols (OPs) Total Cost Per Physicians: $4,52010 Collaborating Physicians Total Revenue Per Physician: $127,50012 Licensable Datasets + Clinical, Publishing Value5 Licenses / Licensable Dataset @ $25K +Peer Collaboration Value85% Net License Fees to Physicians Dataset Value Grows Over TimeCIRCLE DATASETSCircles@rgnmed.com Copyright © 2025 RegenMed,Inc.ONE SHEETThe Paradigm Shift: Physician Ownership/Monetization RightsTHE POWER OF PHYSICIAN DATA OWNERSHIPDecember 2025Data “Swamps” v. High Quality Data Lakes“Big Data Lakes” have proved to be “data swamps”. The opaque algorithm-driven dataset synthesis fromhundreds of heterogeneous sources, and millions of heterogeneous records, have only resulted in highercosts, worse outcomes, and less reliable conclusions. This failure will only deepen in the era of AI.The best quality healthcare data is (i) captured at the point of care, (ii) structured according to practice-ofmedicine clinical hypotheses, (iii) tied to correlated long-term outcomes, and (iv) fully verifiable. In otherwords, Circle Datasets – clinically/scientifically impactful data lakes refreshed in real-time from prestructured primary data sources.Traditional data lakes are a multi-billion dollar business. Yet the principal data sources – providers whoenter EMR, Rx, claims, registry, and other records – see little if any of that value. Circle Datasets invertthat model by giving physicians unambiguous ownership of – and value for – their data. Moreover, CircleDataset quality is materially enhanced through structuring based on practice-of-medicine clinicalhypotheses and outcomes capture.An Illustrative Monetization ExampleCircle Datasets can be generated with minimal clinical burden and cost. RegenMed’s patented technicalinfrastructure and processes ensure unambiguous physician ownership, publication rights, evidence-basedclinical decision-making, superior patient engagement, and data monetization opportunities. Simple,flexible contracting; no long-term commitments; cancel anytime.
Circle Datasets: The Power Of Physician Data Ownership
December 16, 2025
Circle Datasets: The Power Of Physician Data Ownership
Observational Protocols (OPs) Total Cost Per Physicians: $4,52010 Collaborating Physicians Total Revenue Per Physician: $127,50012 Licensable Datasets + Clinical, Publishing Value5 Licenses / Licensable Dataset @ $25K +Peer Collaboration Value85% Net License Fees to Physicians Dataset Value Grows Over TimeCIRCLE DATASETSCircles@rgnmed.com Copyright © 2025 RegenMed,Inc.ONE SHEETThe Paradigm Shift: Physician Ownership/Monetization RightsTHE POWER OF PHYSICIAN DATA OWNERSHIPDecember 2025Data “Swamps” v. High Quality Data Lakes“Big Data Lakes” have proved to be “data swamps”. The opaque algorithm-driven dataset synthesis fromhundreds of heterogeneous sources, and millions of heterogeneous records, have only resulted in highercosts, worse outcomes, and less reliable conclusions. This failure will only deepen in the era of AI.The best quality healthcare data is (i) captured at the point of care, (ii) structured according to practice-ofmedicine clinical hypotheses, (iii) tied to correlated long-term outcomes, and (iv) fully verifiable. In otherwords, Circle Datasets – clinically/scientifically impactful data lakes refreshed in real-time from prestructured primary data sources.Traditional data lakes are a multi-billion dollar business. Yet the principal data sources – providers whoenter EMR, Rx, claims, registry, and other records – see little if any of that value. Circle Datasets invertthat model by giving physicians unambiguous ownership of – and value for – their data. Moreover, CircleDataset quality is materially enhanced through structuring based on practice-of-medicine clinicalhypotheses and outcomes capture.An Illustrative Monetization ExampleCircle Datasets can be generated with minimal clinical burden and cost. RegenMed’s patented technicalinfrastructure and processes ensure unambiguous physician ownership, publication rights, evidence-basedclinical decision-making, superior patient engagement, and data monetization opportunities. Simple,flexible contracting; no long-term commitments; cancel anytime.
