AI Agents for
Clinical Research
Helping researchers throughout the entire clinical trial process designed for real-world data analysis and clinical trial design.
3 Layers of AI Agents
We envision a world where AI seamlessly integrates into every stage of clinical development.
Literature Review Agent
Automated literature search, screening, and synthesis for evidence-based research
Data Science Assistant
Statistical analysis, biomarker discovery, and predictive modeling support
Trial Design Optimizer
Protocol optimization, endpoint selection, and sample size calculation
Trial Monitoring Agent
Real-time trial oversight, risk assessment, and quality monitoring
Regulatory Intelligence Agent
Automated regulatory guidance analysis and submission optimization
Large Language Models (LLMs)
Advanced natural language processing for protocol analysis and medical text understanding
Knowledge Graph Engine
Medical ontologies and relationship mapping for comprehensive data understanding
Predictive Analytics API
Machine learning models for patient outcomes, enrollment forecasting, and risk prediction
Document Parsing Service
Document parsing, information extraction, and figure understanding
Entity Linking & NER
Medical entity recognition and standardization across diverse data sources
Recommendation Engine
Personalized recommendations for protocols, sites, and patient matching
Real-time Processing
Stream processing for continuous monitoring and instant alerts
Privacy-Preserving ML
Federated learning and differential privacy for secure multi-site collaboration
Clinical Trial Databases
EDC systems, CTMS, randomization data, and protocol repositories
Electronic Health Records
Hospital systems, EMR data, clinical notes, and patient histories
Genomic & Biomarker Data
Sequencing data, proteomics, metabolomics, and molecular diagnostics
Regulatory & Safety Data
FDA databases, adverse events, drug labels, and regulatory guidelines
Literature & Publications
PubMed, clinical guidelines, conference abstracts, and medical journal
Digital Health Data
Wearables, mobile apps, patient-reported outcomes, and remote monitoring
Claims & Administrative
Insurance claims, healthcare utilization, and population health databases
External Data Partners
IQVIA, Flatiron, Tempus, and other real-world data providers
6 Core Agents We Have
Literature Review Agent
Evidence Synthesis & Knowledge Mining.
Data Science Agent
RWD Analytics & Feasibility Modeling.
Trial Design Agent
Protocol, Eligibility & Document Automation.
Digital Twin Agent
Simulation & Prognostic Modeling.
Trial Operations Agent
Recruitment, Site Selection & Monitoring.
Trial Outcome Forecasting Agent
Endpoint Prediction & Risk Modeling.
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