Our Solutions

End-to-End Platform for Modern Evidence Generation

Purpose-built technology for pharmaceutical clinical development. From dynamic EDC & eCRF building through real-time analytics and audit-ready submissions — RWEOne unifies every stage of your RWE and RWD study lifecycle in a single, compliant, AI-accelerated ecosystem.

Platform Capabilities

Core Technologies Powering Every RWEOne Study

Forms

Dynamic EDC & eCRF Builder

Deploy studies in minutes, not months. Build, customize, and version Case Report Forms seamlessly. Our architecture supports industry standards including CDISC/CDASH compliance, ensuring your data is structurally sound from the point of entry.

  • Drag-and-drop eCRF design
  • CDISC/CDASH aligned question libraries
  • Conditional logic & branching
  • Full version control & rollback
AI Layer

AI-Driven Validation Engines

Intelligent form validations, outlier detection, and automated query generation dramatically reduce manual source-data-verification workload while maintaining the highest data quality standards.

  • Real-time anomaly detection
  • Auto-generated data queries
  • Predictive SDV prioritization
  • CDASH compliance pre-checks
Analytics

Intelligent Analytics & Dashboards

Transform raw RWD inputs into actionable intelligence. Utilize our real-time dashboards and AI-driven data validation rule sets to identify anomalies instantly and ensure continuous data integrity.

  • Real-time study health dashboards
  • Cohort & subgroup analytics
  • Risk-based monitoring surfaces
  • Regulatory-ready data exports
Onboarding

Streamlined Investigator Workflows

Eradicate administrative bottlenecks. Accelerate site readiness with fully digital onboarding workflows and secure, compliant electronic signatures for Clinical Trial Agreements (CTAs).

  • Digital CTA eSignatures
  • Automated KYC & credentialing
  • Document version management
  • Site performance dashboards
Audit

RabbitMQ-Powered Audit Trails

Transparency built into the code. Rely on comprehensive, event-driven audit logs that track every data point and workflow interaction for unwavering trust and regulatory submission readiness.

  • Immutable event-driven logs
  • Every change timestamped & attributed
  • 21 CFR Part 11 compliant
  • One-click audit export packages
Network

Global Site Activation Network

Rapid investigator onboarding across 50+ countries with diverse therapeutic area coverage. High-fidelity patient access and representative real-world data capture at global scale.

  • 50+ country coverage
  • 15+ therapeutic area expertise
  • Pre-qualified investigator panels
  • Feasibility & site selection services
End-to-End Study Execution

Why Global Pharma Chooses RWEOne

Expansive Global Site Network

Accelerate investigator onboarding and patient access. Tap into our established global connections across diverse therapeutic areas to capture high-fidelity, representative data.

AI-Powered Trial Acceleration

AI-driven validations automate the heaviest data burdens, reducing the time and cost of moving from Phase 1 to post-market Phase 4.

Uncompromising Compliance & Security

Robust restricted sponsor access, digital CTA signatures, and immutable event tracking keep you audit-ready from day one.

Unified, End-to-End Execution

Eliminate vendor fragmentation. From study design to advanced analytics, manage your entire RWE lifecycle within a single, interconnected ecosystem.

Integrated Technology Stack

01
Next.js React Frontend
Enterprise-grade, accessible user interface
02
NestJS / TypeORM Backend
Scalable, type-safe clinical API layer
03
RabbitMQ Event Bus
Guaranteed audit event delivery & replay
04
AI/ML Validation Pipeline
Custom models for query & anomaly detection
05
PostgreSQL + Encrypted RWD Lake
GDPR, HIPAA, 21 CFR Part 11 ready storage
06
Cloudflare Edge + WAF
Global DDoS protection & edge performance
The RWE to RWD Roadmap

Scaling from Evidence to Ecosystems

We solve your immediate trial needs today while building the infrastructure you need for tomorrow. Start with highly targeted, AI-optimized RWE studies to prove efficacy and safety. As your portfolio grows, seamlessly transition those endpoints into a comprehensive Real-World Data (RWD) lake for continuous, automated evidence generation.

Phase 1–2

Targeted RWE Studies

  • Highly targeted, AI-optimized study design
  • Rapid site activation and investigator onboarding
  • Prove efficacy and safety endpoints efficiently
Step 01 of 03

Initiate focused, hypothesis-driven RWE studies that leverage our AI platform for rapid patient recruitment, endpoint validation, and interim safety readouts.

Explore Phase 1–2 Solutions
Phase 3

Expanded Data Collection

  • Broaden site network and patient populations
  • Integrate additional real-world data endpoints
  • Scale validation with AI-driven quality checks
Step 02 of 03

Scale your evidence base by expanding site networks and integrating complementary RWD sources. AI validation ensures data quality at every step of the growth trajectory.

Explore Phase 3 Solutions
Phase 4+

RWD Lake & Continuous Evidence

  • Comprehensive Real-World Data lake architecture
  • Continuous, automated evidence generation
  • Post-market surveillance & lifecycle insights
Step 03 of 03

Operationalize a living, continuously refreshed RWD asset. Automated pipelines transform real-world endpoints into lifecycle evidence for regulatory, commercial, and medical teams.

Explore Phase 4+ Solutions
Therapeutic Expertise

Experience Across 15+ Therapeutic Areas

Our in-house clinical team and investigator network span every major and specialty therapeutic area — with deep bench strength in oncology, neurology, and rare disease.

Oncology

Solid tumors, hematological malignancies, biomarker-driven studies.

Cardiovascular

CV outcomes, heart failure, hypertension, lipid disorders.

Neurology

Multiple sclerosis, Alzheimer's, Parkinson's, rare neuro disorders.

Immunology

Rheumatoid arthritis, psoriasis, IBD, transplant outcomes.

Rare Disease

Ultra-rare indications, natural history studies, patient-powered data.

Metabolic

Diabetes, obesity, NAFLD/NASH, endocrine disorders.

Ready to Compress Your Trial Timelines?

Schedule a consultation with our team. We walk you through our platform, discuss your therapeutic area and study objectives, and propose a tailored RWE strategy — with zero obligation.