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Clinical & Scientific
The Infrastructure for Professional Sovereignty
Re-establishing the primacy of clinical judgement. Owning and monetizing real-world evidence based on practice-of-medicine. Collaborate globally with peers and experts. Minimal clinical burden.
Repatriating the Value of Clinical Intellect
Transform key clinical hypotheses into valuable real-world evidence. Test those hypotheses against your own and your peers’ data. Learn, teach, publish, present, advance professionally.
Verifying Value in Real-Time
Individual and Circle group reports against single or multiple variables. Correlated patient reported outcomes. Accessible instantaneously from any device at any time.
Repatriating the Value of Clinical Intellect
Value-based medicine, product innovation, and macro regulatory trends all depend on structured, auditable real-world evidence. Physicians are the gateway. Circles is the platform.
Industry
The Sovereign Infrastructure for Regulatory Acceleration
Generate deterministic evidence – verifiable, strongly probative, and fit for purpose. Strong and measurable clinical, scientific, and commercial return on investment.
Accelerating Approval through Deterministic Evidence
Comply with modern regulatory requirements. Avoid the expense, error rates, limited relevance, staleness, opacity and lack of outcomes inherent in big data solutions.
Engineering Hallucination-Free AI
Accurate, auditable, clinically specific, proprietary, and constantly refreshed datasets for large or small language models. Critical for compliant and trustworthy medical applications.
Bridging the Coverage Gap
Move from measurement to management, from data to reimbursement, from real world evidence to value-based care, from “big data” to engineered outcomes.
Payers
The Settlement Layer for Actuarial Veracity
Statistically significant datasets for well-defined patient cohorts from specific interventions through cost-relevant endpoints. FHIR-mapped for efficient ingestion to X-12 regulatory standard.
The Settlement Layer for High-Value Care
Higher quality care and lower total care costs are not incompatible. But they require Observational Protocols designed for transparent real-world datasets supporting reliable reimbursement decisions.
Eliminating Actuarial Drift in Value-Based Care
Medical codes suggest weak inferences at best. This weakness is worsened by lack of correlated outcomes data. VBC demands a tight, transparent linkage between the full care journey and total cost.
Bridging the Gap Between FDA Breakthrough and Payer Coverage
Payers need no longer rely on datasets poorly designed to evaluate approved products. Verifiable, longitudinal RWE Circles support reliable reimbursement decisions in any therapeutic category.
Evidence Vault
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Home
Clinical & Scientific
The Infrastructure for Professional Sovereignty
Re-establishing the primacy of clinical judgement. Owning and monetizing real-world evidence based on practice-of-medicine. Collaborate globally with peers and experts. Minimal clinical burden.
Repatriating the Value of Clinical Intellect
Transform key clinical hypotheses into valuable real-world evidence. Test those hypotheses against your own and your peers’ data. Learn, teach, publish, present, advance professionally.
Verifying Value in Real-Time
Individual and Circle group reports against single or multiple variables. Correlated patient reported outcomes. Accessible instantaneously from any device at any time.
The Infrastructure for Scientific Sovereignty
Value-based medicine, product innovation, and macro regulatory trends all depend on structured, auditable real-world evidence. Physicians are the gateway. Circles is the platform.
Industry
The Sovereign Infrastructure for Regulatory Acceleration
Generate deterministic evidence – verifiable, strongly probative, and fit for purpose. Strong and measurable clinical, scientific, and commercial return on investment.
Accelerating Approval through Deterministic Evidence
Comply with modern regulatory requirements. Avoid the expense, error rates, limited relevance, staleness, opacity and lack of outcomes inherent in big data solutions.
Engineering Hallucination-Free AI
Accurate, auditable, clinically specific, proprietary, and constantly refreshed datasets for large or small language models. Critical for compliant and trustworthy medical applications.
Bridging the Coverage Gap
Move from measurement to management, from data to reimbursement, from real world evidence to value-based care, from “big data” to engineered outcomes.
Payers
The Settlement Layer for Actuarial Veracity
Statistically significant datasets for well-defined patient cohorts from specific interventions through cost-relevant endpoints. FHIR-mapped for efficient ingestion to X-12 regulatory standard.
The Settlement Layer for High-Value Care
Higher quality care and lower total care costs are not incompatible. But they require Observational Protocols designed for transparent real-world datasets supporting reliable reimbursement decisions.
Eliminating Actuarial Drift in Value-Based Care
Medical codes suggest weak inferences at best. This weakness is worsened by lack of correlated outcomes data. VBC demands a tight, transparent linkage between the full care journey and total cost.
Bridging the Gap Between FDA Breakthrough and Payer Coverage
Payers need no longer rely on datasets poorly designed to evaluate approved products. Verifiable, longitudinal RWE Circles support reliable reimbursement decisions in any therapeutic category.
Evidence Vault
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Circle Datasets For Physicians With Institutional Affiliations
Circle Datasets: Glossary Of Key Concepts
Circle Datasets: Monetizable IP For Provider Groups
MOTIV One Sheet - Physician Ownership Of Hign Quality Data
MOTIV™ Peer-Reviewed Real-World Evidence
Introduction to Circle Datasets
Circles Physician Promotion Program
Physicians Welcome
Circle Datasets_Principal Characteristics
Physicians-Owned Circles for Spinal Muscular Atrophy (SMA)
Physicians-Owned Circles for Longevity/Geroscience
Physicians-Owned Circles For Cystic Fibrosis
Physicians-Owned Circles For Osteogenesis Imperfecta
Circles Registries for Medical Societies and Advocacy Groups
Circles Registries For ASCs, IPGs, And IPAs
Advantages of Circles Over “Big Data” RWE
Physicians-Owned Circles For Rare Diseases
