Advantages Of Circles Over "Big Data" RWE
June 4, 2025
Advantages Of Circles Over "Big Data" RWE
Big Data RWE often relies on fragmented, manipulated sources, with gaps, limited clinical relevance, and unclear ownership. It's costly, opaque, and often disconnected from real-world clinical insights.
Solution:
Circles Data offers a transparent, verifiable, and clinically relevant approach by sourcing directly from primary sources — physicians, patients, labs — within a secure, closed platform. It captures complete, longitudinal, and context-specific data, ensuring high integrity and meaningful insights.
Key Advantages:
- Data Integrity and Verifiability: Direct, timestamped, unmanipulated data from trusted sources
- Completeness: Long-term, correlated patient cases with comprehensive outcomes
- Clinical Relevance: Focused, protocol-specific datasets aligned with real-world practice
- Strong Data Governance: Clear ownership, GCP compliance, and trusted collection methods
- Cost-Effective: Lower costs with minimal burden on clinicians and patients
- Equitable and Profitable: Physicians retain up to 80% of licensing value, boosting revenue & ownership
- Robust Reporting: Unlimited, included reports for deeper insights
Choose quality, transparency, and ownership. Choose Circles.
Advantages Of Circles Over "Big Data" RWE
June 4, 2025
Big Data RWE often relies on fragmented, manipulated sources, with gaps, limited clinical relevance, and unclear ownership. It's costly, opaque, and often disconnected from real-world clinical insights.
Solution:
Circles Data offers a transparent, verifiable, and clinically relevant approach by sourcing directly from primary sources — physicians, patients, labs — within a secure, closed platform. It captures complete, longitudinal, and context-specific data, ensuring high integrity and meaningful insights.
Key Advantages:
- Data Integrity and Verifiability: Direct, timestamped, unmanipulated data from trusted sources
- Completeness: Long-term, correlated patient cases with comprehensive outcomes
- Clinical Relevance: Focused, protocol-specific datasets aligned with real-world practice
- Strong Data Governance: Clear ownership, GCP compliance, and trusted collection methods
- Cost-Effective: Lower costs with minimal burden on clinicians and patients
- Equitable and Profitable: Physicians retain up to 80% of licensing value, boosting revenue & ownership
- Robust Reporting: Unlimited, included reports for deeper insights
Choose quality, transparency, and ownership. Choose Circles.
