Built for Oncologists, Validated by Oncologists
CTCAE AI Agent combines advanced artificial intelligence with deep clinical expertise to deliver accurate, transparent, and compliant adverse event grading—transforming 15 minutes of manual work into 90 seconds of precision.
Intelligent Clinical Reasoning
Our hybrid AI approach combines the precision of medical knowledge graphs with the reasoning power of advanced language models to deliver clinical-grade insights you can trust.
Clinical Data Ingestion
Accepts patient notes, lab values, and clinical narratives through voice dictation, EHR integration, or direct input. Processes both structured data and natural language.
Intelligent Analysis
Searches 17,000+ CTCAE embeddings to identify relevant adverse events, applies deterministic rules for lab thresholds, and uses AI reasoning for narrative symptoms.
Clinical Output
Delivers graded events with drug attribution, exact CTCAE citations, page numbers, ICD-10 codes, and transparent clinical reasoning—ready for physician review.
Key Characteristics of CTCAE AI Agent
01
Clinically Validated Accuracy with Transparent Reasoning
To ensure clinical trust, CTCAE AI Agent achieves 95.8% inter-rater agreement with oncologist consensus—43% higher than the 67% industry standard for manual grading. Every output includes exact CTCAE v6 citations with page numbers, drug attribution analysis, and transparent AI reasoning, allowing physicians to verify decisions instantly.
95.8% accuracy matching oncologist consensus
Exact page citations to CTCAE guidelines
Drug attribution with confidence scores
Transparent clinical reasoning for every grade
02
Powered by Hybrid Clinical Intelligence
Our proprietary hybrid approach combines deterministic rules for objective criteria (lab thresholds, vital signs) with advanced AI reasoning for narrative symptoms. Built on 17,000 embeddings from the 800+ page CTCAE v6 guideline, our system uses vector search and specialized medical AI to deliver both speed and accuracy.
17,000+ CTCAE embeddings for semantic search
Deterministic rules for lab-based grades
Medical AI trained on oncology literature
Fusion layer reconciles objective + subjective data
03
Fast, Compliant, and Extensible Platform
CTCAE AI Agent delivers complete analysis in under 90 seconds—saving oncologists 5+ hours daily. Built for clinical trials and cancer centers, it supports both CTCAE v5 and v6, integrates with Epic, Cerner, and other EHRs, and maintains full HIPAA compliance with SOC 2 Type II certification.
<90 seconds per complete case analysis
CTCAE v5 + v6 support with easy toggling
EHR integration (Epic, Cerner, MOSAIQ, ARIA)
HIPAA compliant + SOC 2 Type II certified
Tested with 100+ Oncologists
CTCAE AI Agent undergoes rigorous validation using double-blind randomized testing with oncologists from academic medical centers, cancer centers, and community practices.
Inter-rater agreement with oncologist consensus
Average processing time per complete case
Oncologists participating in validation studies
CTCAE embeddings from official guidelines
Built for Clinical Safety
CTCAE AI Agent is designed with physician-in-the-loop governance, ensuring all outputs require clinical review before use in patient care or regulatory submissions.
Physician Review Required
All AI-generated grades require physician confirmation before use in clinical documentation or trial submissions. The system serves as a clinical assistant, not an autonomous decision-maker.
Complete Audit Trail
Immutable logs capture all inputs, AI outputs, physician reviews, model versions, and confidence scores—meeting 21 CFR Part 11 requirements for electronic records.
Transparent Provenance
Every grade includes exact CTCAE page citations, drug attribution rationale, lab dates, and AI reasoning—enabling physicians to verify and validate every decision.