Real World Evidence
Turning real-world data into evidence that shapes clinical outcomes, regulatory strategy, and market access.
Core Solutions
Patient Source–Driven Analytics
Leverage patient-generated data for actionable insights.
- Behavioral & adherence analysis
- Journey forecasting (claims, EMR, wearables)
- Predict Switch/Risk events
- Personalized intervention triggers
Payer Source–Driven Analytics
Unlock payer data to optimize market access.
- Benefit design & co-pay impact
- Payer segmentation & landscape mapping
- Market sizing & utilization analytics
- Therapy adherence & line-of-therapy studies
Provider / Prescriber Source–Driven Analytics
Curated provider/prescriber analytics from supplied content.
- Customer Segmentation by behavior and potential
- Early Adopter Identification
- KOL / Influencer Identification
- HCP Communication & Field Optimization(email, call & sample optimization)
Our Methodology
Multimodal Data Integration
Data-Decisive ingests and harmonizes diverse data types—genomic sequences, imaging, clinical trial records, real-world evidence, and structured lab outputs—into a single, queryable schema. By aligning disparate sources through standardized ontologies and metadata tagging, the system ensures:
- Seamless join‑operations across modalities without manual ETL scripts
- Automated conflict resolution via provenance tracking and confidence scoring
- Rapid cohort selection using federated search across clinical and molecular data
Machine Learning Pipelines
End-to-end ML workflows are orchestrated—from data ingestion through model deployment—using containerized, reproducible components. Key capabilities include:
- Feature engineering modules for high-dimensional omics, imaging, and EHR data
- Automated hyperparameter tuning and model selection with built-in benchmarks
- Continuous training loops driven by newest real-world and trial data
- Transparent model registry with version control, metadata, and audit logs
Privacy‑Compliant Analytics Procedures
To meet stringent healthcare privacy regulations (HIPAA, GDPR, etc.), we embed compliance at every step:
- Role-based access controls and dynamic anonymization policies
- On-the-fly data masking and tokenization for sensitive fields
- Federated analytics enabling model training on local data silos without raw data exchange
- Immutable audit trails for every data access, transformation, and model inference
What is unique
Advanced ML for longitudinal analytics
Deep learning models designed to uncover long-term patient patterns and outcomes.
Customizable dashboards for actionable insights
Interactive, role-based dashboards tailored to brand and payer teams.
Real-world, real-time support
On-demand analytics and expert consultation to inform critical decisions.